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Saenko Igor Borisovich

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• Computer network security, including security policy management, access control, authentication, management of virtual computer networks;
• Databases, including assessment of data protection, data access control, post-relational data modeling, OLAP, data warehouse;
• Artificial intelligence, including expert systems, knowledge modeling, soft and evolutionary computation, data mining;
• Information and telecommunication systems, including systems analysis, construction and operation, decision making and planning in information and telecommunication systems, GIS.

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2017

• Saenko Igor Borisovich - Igor Kotenko, Igor Saenko and Sergey Ageev are a laureates of the best paper award on the The Sixth International Conference on Communications, Computation, Networks and Technologies (INNOV 2017). Athens, Greece, October 8-12, 2017. (https://www.iaria.org/conferences2017/AwardsINNOV17.html).

  

2016

• Saenko Igor Borisovich - Igor Saenko, Oleg Lauta and Igor Kotenko are laureates of the best paper award at International Symposium of Mobile Internet Security (MobiSec 2016). Taichung, Taiwan. July 14-15, 2016.

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Patents for inventions and utility models, applications for them

1. Vasily Desnitsky, Elena Doynikova, Igor Kotenko, Igor Parashchuk, Igor Saenko, Andrey Chechulin. Information retrieval device. Patent No. 2792840. Registered in the State Register of Inventions of the Russian Federation on 27.03.2023. The validity period of the exclusive right to the invention expires on 30.11.2042.
2. Vasily Desnitsky, Elena Doynikova, Igor Kotenko, Igor Parashchuk, Igor Saenko, Andrey Chechulin. Device for network traffic. Patent No. 2768543. Registered in the State Register of Inventions of the Russian Federation on 24.03.2022. The validity period of the exclusive right to the invention expires on 07.04.2041.
3. Vasily Desnitsky, Elena Doynikova, Igor Kotenko, Igor Parashchuk, Igor Saenko, Andrey Chechulin. Device for parametric estimation of the distribution law of message streams. Patent No. 2750287. Registered in the State Register of Inventions of the Russian Federation on 25.06.2021. The validity period of the exclusive right to the invention expires on 11.07.2040.
4. Vasily Desnitsky, Igor Kotenko, Igor Parashchuk, Igor Saenko, Andrey Chechulin, Elena Doynikova. Information retrieval device. Patent No. 2724788. Registered in the State Register of Inventions of the Russian Federation on 25.06.2020. The validity period of the exclusive right to the invention expires on 14.10.2039.

   

5. Vasily Desnitsky, Igor Kotenko, Igor Parashchuk, Igor Saenko, Andrey Chechulin. Random event prediction device. Patent No. 2705010. Registered in the State Register of Inventions of the Russian Federation on 01.11.2019. The validity period of the exclusive right to the invention expires on 14.02.2039.

   

6. Vasily Desnitsky, Igor Kotenko, Igor Parashchuk, Igor Saenko, Andrey Chechulin. Information retrieval device. Patent No. 2656736. Registered in the State Register of Inventions of the Russian Federation on 06.06.2018. The validity period of the exclusive right to the invention expires on 27.06.2037.

   

7. Aleksandr Sinjuk, Igor Saenko, Kirill Den’zhonkov. The way to generate encryption/decryption keys. The application for the invention.

Programs and databases

2020

1. Konstantin Izrailov, Igor Kotenko, Igor Saenko. Component for analytical modeling of multi-step network attacks based on a state machine. Certificate No 2020660519. Program Registry 04.09.2020.

   

2. Igor Saenko, Artem Starkov, Igor Fabianovskiy Component for the probing based quality evaluation of the access control policies. Certificate No. 2020665848. Registered in the Computer Program Registry 01.12.2020. Registered in the Computer Program Registry 01.12.2020.

   

3. Elena Fedorchenko, Lidia Vitkova, Alexey Pronichev, Igor Saenko. Component for choosing countermeasures against unwanted, questionable and malicious information. Certificate No. 2020665591. Registered in the Computer Program Registry 27.11.2020.

   

4. Lidia Vitkova, Elizaveta Berezina, Aleksei Pronichev, Igor Saenko, Igor Kotenko. Database for accounting of unwanted information together with countermeasures. Certificate No. 2020665857. Registered in the Computer Program Registry 08.12.2020.

   

5. Diana Gayfulina, Saenko Igor. Categorized Web Content Database. Certificate No. 2020665857. Registered in the Computer Program Registry 10.12.2020.

   

2019

1. Alexander Branitskiy, Igor Saenko. Component of multidimensional assessment and categorization of semantic content of information objects. Certificate No 2019664050. Registered in the Computer Program Registry 30.10.2019.

   

2. Dmitry Levshun, Igor Kotenko, Igor Saenko. Software implementation of the procedure for verification of access control policies based on attributes in the UPPAAL environment. Certificate No. 2019666578. Registered in the Computer Program Registry on 12.12.2019.

2018

1. Igor Saenko, Igor Parashchuk, Alexander Branitskiy. Software for imitation modeling of processes for collecting and preprocessing unwanted information. Federal Service for Intellectual Property. Certificate No 2018663494. Registered in the Computer Program Registry 29.10.2018.

   

2. Andrey Fedorchenko, Elena Doynikova, Igor Saenko. Component of automated typization of heterogeneous information objects for analysis of unwanted information. Federal Service for Intellectual Property. Certificate No 2018663495. Registered in the Computer Program Registry 29.10.2018.

   

3. Vasily Desnitsky, Nickolay Rudavin, Igor Saenko. Modeling unwanted information flows in information systems. Federal Service for Intellectual Property. Certificate No 2018663496. Registered in the Computer Program Registry 29.10.2018.

   

4. Maxim Kolomeec, Andrey Chechulin, Igor Kotenko, Igor Saenko. The component of the role-based access control model visualization based on triangular matrices. Federal Service for Intellectual Property. Certificate No 2018663991. Registered in the Computer Program Registry 08.11.2018.

   

2017

1. Elena Doynikova, Igor Kotenko, Igor Saenko. Subsystem for countermeasures automatic selection in computer networks based on graph models in static and dynamic modes of operation. Federal Service for Intellectual Property. Certificate No 2017619725. Registered in the Computer Program Registry 01.09.2017.

   

2. Alexander Branitskiy, Igor Kotenko, Igor Saenko. Frontend-interface of network attack generator. Federal Service for Intellectual Property. Certificate No 2017660184. Registered in the Computer Program Registry 19.09.2017.

   

3. Andrey Fedorchenko, Igor Kotenko, Igor Saenko. Agent for Windows security events collection with a function of selective anonymization of transmitted information. Federal Service for Intellectual Property. Certificate No 2017619728. Registered in the Computer Program Registry 01.09.2017.

   

2016

1. Igor Saenko, Andrey Chechulin, Igor Kotenko, Fadey Skorik. Software for operational classification of data about the network status based on the using of artificial neural networks. Certificate № 2016614485. Registered in the Computer Program Registry 25.04.2016.

   

2. Igor Saenko, Andrey Chechulin, Sergey Ageev, Alexander Bogdanov. Software for adaptive network traffic analysis for the information security risks evaluation. Certificate № 2016614488. Registered in the Computer Program Registry 25.04.2016.

   

3. Igor Saenko, Igor Kotenko, Vladimir Avramenko, Daniil Bobreshov-Shishov. Software for information security evaluation on the basis of expert assessment of unauthorized access threats in automated systems. Certificate № 2016614484. Registered in the Computer Program Registry 25.04.2016.

   

   

4. Igor Saenko, Alexei Kushnerevuch, Igor Kotenko, Andrey Chechulin. Component for analysis of big data sets for the computer networks security monitoring. Certificate № 2016663929. Registered in the Computer Program Registry 19.12.2016.

   

5. Саенко И.Б., Кушнеревич А.Г., Котенко И.В. Компонент агрегации больших массивов данных для мониторинга безопасности компьютерных сетей. Свидетельство № 2016663498. Зарегистрировано в Реестре программ для ЭВМ 08.12.2016.
6. Саенко И.Б., Кушнеревич А.Г., Браницкий А.А. Компонент нормализации больших массивов данных для мониторинга безопасности компьютерных сетей. Свидетельство № 2016663554. Зарегистрировано в Реестре программ для ЭВМ 12.12.2016.
7. Саенко И.Б., Кушнеревич А.Г., Десницкий В.А. Компонент взаимодействия с пользователями системы обработки больших массивов данных для мониторинга безопасности компьютерных сетей. Свидетельство № 2016663475. Зарегистрировано в Реестре программ для ЭВМ 08.12.2016.

2015

1. Igor Saenko, Alexander Branitskiy. Software and instrumental bench of visualization and evaluation of design quality of virtual networks for decision support in monitoring and management of information security. Federal Service for Intellectual Property. Certificate No 2015615772. Registered in the Computer Program Registry 22.05.2015.

   

2. Igor Saenko, Andrey Chechulin, Sergey Ageev, Igor Kotenko. Classifier of states of computer network elements for risk assessment of information security threats. Federal Service for Intellectual Property. Certificate N 2015662186. Registered in the database Registry 18.11.2015.

   

3. Igor Saenko, Andrey Chechulin, Valery Kuvaev, Nikolai Barikin. Software for the operational efficiency evaluation of access to the resources of the common information and communication environment. Federal Service for Intellectual Property. Certificate N 2015662574. Registered in the database Registry 16.11.2015.

   

2014

1. Igor Saenko, Sergey Ageev, Andrey Chechulin. Decision support in risk evaluation of information security threats in multiservice networks. Federal Service for Intellectual Property. Certificate No 2014660775. Registered in the Computer Program Registry 15.10.2014.

   

2. Igor Saenko, Fadey Skorik, Andrey Chechulin. Solution to the problem of forecasting the network status. Federal Service for Intellectual Property. Certificate No 2014660856. Registered in the Computer Program Registry 17.10.2014.

   

2013

1. Igor Saenko, Philipp Nesteruk. Solution to the problem of genetic optimization of access control schemes in the virtual local area network. Federal Service for Intellectual Property. Certificate No № 2013618914. Registered in the Computer Program Registry 23.09.2013.

   

2. Igor Saenko, Fadey Skorik, Philipp Nesteruk. Solution to the problem of forecasting the network status using artificial neural networks. Federal Service for Intellectual Property. Certificate No 2013618915. Registered in the Computer Program Registry 23.09.2013.

   

2012

1. Igor Saenko, Andrey Chechulin. The solution of the task of synthesizing the VPN network topology for distributed enterprise management system using genetic algorithm. Certificate No.2012615246. Registered in the Computer Program Registry 9.07.2012.

   

2. Sergey Alyshev, Sergey Kruglov, Igor Saenko, Aleksandr Sidorov, Andrey Chechulin. The solution of the role mining problem by genetic algorithm. Certificate No.2012612176. Registered in the Computer Program Registry 28.02.2012.

   

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Current Grants and Projects

• Igor Kotenko (Principal Investigator). Grant of Russian Science Foundation № 21-71-20078 " Analytical processing of large arrays of heterogeneous data in the interests of state assessment, decision support and incident investigation to ensure cybersecurity of critical infrastructures", 2021-2024 (Researcher).
  RSCF_21-71-20078_Report_2021_eng.pdf [application/pdf] (303137 bytes)
  RSCF_21-71-20078_Report_2021_rus.pdf [application/pdf] (404167 bytes)
  RSCF_21-71-20078_Report_2022_eng.pdf [application/pdf] (83106 bytes)
  RSCF_21-71-20078_Report_2022_rus.pdf [application/pdf] (86478 bytes)
  RSCF_21-71-20078_Report_2023_eng.pdf [application/pdf] (613891 bytes)
  RSCF_21-71-20078_Report_2023_rus.pdf [application/pdf] (752342 bytes)

Former Projects

• Andrey Chechulin (Principal Investigator). Grant of Russian Science Foundation № 18-71-10094-P "Monitoring and counteraction to malicious influence in the information space of social networks", 2021-2023 (Researcher).
• Elena Doynikova (Principal Investigator). “Techniques of security assessment and response to cyber attacks in the industrial Internet of Things based on the ontology of security metrics and methods of intellectual analysis of big data”. Research grant # 19-07-01246 A of Russian Foundation of Basic Research, 2019-2021 (Researcher).
  Report-2019-19-07-01246-a-short.pdf [application/pdf] (215676 bytes)
  Report-2020-19-07-01246-a-short.pdf [application/pdf] (203097 bytes)
  Report-2021-19-07-01246-a-short.pdf [application/pdf ] (400195 bytes)
• Igor Kotenko (Principal Investigator) – State Contract No. 05.607.21.0322 "Development of methods, models, algorithms and software tools based on detecting deviations in heuristics of ultra-high volume traffic to detect network attacks and protect against them". Project of Russian Ministry of Education and Science in scope of the Program "Research and development in priority directions of evolution of the scientific and technological complex of Russia on 2014-2020", 2019-2020 (Researcher).
  Report-FTP-Results-05.607.21.0322.pdf [application/pdf] (204912 bytes)
• Andrey Chechulin (Principal Investigator). Grant of Russian Science Foundation № 18-71-10094 "Monitoring and counteraction to malicious influence in the information space of social networks", 2018-2021 (Main researcher).
  RSCF_18-71-10094_Report_2020_eng.pdf [application/pdf] (196723 bytes)
  RSCF_18-71-10094_Report_2020_rus.pdf [application/pdf] (258925 bytes)
  RSCF_18-71-10094_Report_2021_eng.pdf [application/pdf] (178723 bytes)
  RSCF_18-71-10094_Report_2021_rus.pdf [application/pdf] (194835 bytes)
• Igor Kotenko (Principal Investigator). "Monitoring and identification of destructive information impacts and negative personal tendencies of the younger generation when interacting with the Internet space on the basis of methods of neurocomputer and neural network processing of Internet content" Research grant # 18-29-22034 of Russian Foundation of Basic Research, 2018-2021 (Researcher).
  Report-2019-18-29-22034-short.pdf [application/pdf] (147123 bytes)
  Report-2020-18-29-22034-short.pdf [application/pdf] (356989 bytes)
• Igor Saenko (Principal Investigator). Grant of Russian Science Foundation № 18-11-00302 "Intelligent digital network content processing for effective detection and counteraction of inappropriate, dubious and harmful information", 2018-2020 (Principal Investigator).
  RSF-Results-2018-18-11-00302-Eng.pdf [application/pdf] (94208 bytes)
  RSF-Results-2018-18-11-00302-Rus.pdf [application/pdf] (245760 bytes)
• Igor Saenko (Principal Investigator). “Models and methods of analysis, structural optimization and verification of access control systems for cloud infrastructures of critical information systems, based on the creation and application of artificial intelligence means”. Research grant # 18-07-01369-a of Russian Foundation of Basic Research, 2018-2020 (Principal Investigator).
  Report-2018-18-07-01369-a-short.pdf [application/pdf] (163840 bytes)
  Report-2019-18-07-01369-a-short.pdf [application/pdf] (161735 bytes)
• Andrey Chechulin (Principal Investigator). "Research, development and application of Augmented Reality technology for cyber and cyberphysical systems security data visualization" Research grant # 18-37-20047 of Russian Foundation of Basic Research, 2018-2020 (Researcher).
  Report-2019-18-37-20047-short.pdf [application/pdf] (208896 bytes)
• Igor Kotenko (Principal Investigator). NIR-FUND of ITMO University № 717075 "Methods, Models, Methods, Algorithms, Protocols and Applications for ensuring Information Security of Cyber-Physical Systems", 2017-2019 (Principal Investigator).
• Andrey Chechulin (Principal Investigator). “Development of mathematical models, techniques and alghoritms of security evaluation, attack modelling and countermeasures selection in near-real time mode”. Research grant # 15-07-07451-a of Russian Foundation of Basic Research, 2015-2017 (Researcher).
  Report-2015-15-07-07451-a-short.pdf [application/pdf] (422782 bytes)
  Report-2016-15-07-07451-a-short.pdf [application/pdf] (422782 bytes)
  Report-2017-15-07-07451-a-short.pdf [application/pdf] (422782 bytes)
• Igor Kotenko (Principal Investigator) – Grant of Russian Science Foundation № 15-11-30029 "Incident management and counteraction against targeted cyber-physical attacks in distributed largescaled mission critical systems taking into account cloud services and networks of the Internet of Things", 2015-2017., 2015-2017 (Researcher).
  RSF-Results-2015-15-11-30029-Eng.pdf [application/pdf] (18843 bytes)
  RSF-Results-2015-15-11-30029-Rus.pdf [application/pdf] (128851 bytes)
  RSF-Results-2016-15-11-30029-Eng.pdf [application/pdf] (327680 bytes)
  RSF-Results-2016-15-11-30029-Rus.pdf [application/pdf] (442368 bytes)
  RSF-Results-2017-15-11-30029-Eng.pdf [application/pdf] (327680 bytes)
  RSF-Results-2017-15-11-30029-Rus.pdf [application/pdf] (438272 bytes)
• Vasiliy Desnitsky (Principal Investigator). “Development and investigation of models and techniques for design and verification of combined protection mechanisms for information and telecommunication systems with embedded devices on the base of expert knowledge”. Research grant # 14-07-00417-a of Russian Foundation of Basic Research, 2014-2016 (Researcher).
  Report-2014-14-07-00417-a-short.pdf [application/pdf] (258333 bytes)
  Report-2015-14-07-00417-a-short.pdf [application/pdf] (516620 bytes)
  Report-2016-14-07-00417-a-short.pdf [application/pdf] (740843 bytes)
• Igor Saenko (Principal Investigator). “Models and methods of access to resources in a unified information and communication space of heterogeneous systems based on artificial intelligence technology”. Research grant # 14-07-00697-a of Russian Foundation of Basic Research, 2014-2016 (Principal Investigator).
  Report-2014-14-07-00697-a-short.pdf [application/pdf] (303104 bytes)
  Report-2015-14-07-00697-a-short.pdf [application/pdf] (395000 bytes)
  Report-2016-14-07-00697-a-short.pdf [application/pdf] (614957 bytes)
• Igor Kotenko (Principal Investigator) – State Contract No. 14.604.21.0137 "Development of the technologies of the interactive visualization of the unformalized heterogeneous data for decision support systems in scope of the information security monitoring and management in the information and telecommunication systems". Project of Russian Ministry of Education and Science in scope of the Program "Research and development in priority directions of evolution of the scientific and technological complex of Russia on 2014-2020", 2014-2016., 2014-2016 (Researcher).
  14.604.21.0137_current_status.pdf [application/pdf] (138103 bytes)
• Igor Kotenko (Principal Investigator) – State Contract No. 14.604.21.0147 "Development of the methods for aggregation, normalization, analysis and visualization of big arrays of the heterogeneous, structured, semi-structured and unstructured data for the security monitoring and management of the distributed network of the electronic consumer devices". Project of Russian Ministry of Education and Science in scope of the Program "Research and development in priority directions of evolution of the scientific and technological complex of Russia on 2014-2020", 2014-2016., 2014-2016 (Researcher).
  14.604.21.0147_current_status.pdf [application/pdf] (142791 bytes)
• Igor Kotenko (Principal Investigator). State Contract No. 14.604.21.0033 “Models, methods and software for development and analysis of information-telecommunication system security components for Internet of Things concept”. Project of Russian Ministry of Education and Science in scope of the Program "Research and development in priority directions of evolution of the scientific and technological complex of Russia on 2014-2020", 2014-2015., 2014-2015 (Researcher).
  14.604.21.0033_current_status [application/pdf] (262992 bytes)
• Igor Kotenko (Principal Investigator) – State Contract No. 14.616.21.0028 "Perspective methods of correlation of the security information and incidents management information in the critical infrastructures on the base of the convergence of the technologies of the security awareness on the physical and logical levels". Project of Russian Ministry of Education and Science in scope of the Program "Research and development in priority directions of evolution of the scientific and technological complex of Russia on 2014-2020", 2014., 2014-2014 (Researcher).
• Igor Kotenko (Principal Investigator). “Mathematical models and methods for monitoring and management of information security in computer networks and systems of critical infrastructures based on intelligent services of information protection”. Research grant # 13-01-00843-a of Russian Foundation of Basic Research, 2013-2015 (Researcher).
  Report-2013-13-01-00843-a-short.pdf [application/pdf] (294747 bytes)
  Report-2014-13-01-00843-a-short.pdf [application/pdf] (761856 bytes)
  Report-2015-13-01-00843-a-short.pdf [application/pdf] (562916 bytes)
• Igor Kotenko (Principal Investigator). State Contract No. 11.519.11.4008 “Research and development of methods, models and algorithms of intellectualizing the secirity services in critical infrastructures”. Project of Russian Ministry of Education and Science, 2011-2013 (Researcher).
• Igor Saenko (Principal Investigator). “Mathematical models and methods of analysis and synthesis of access systems to information and network resources in modern and advanced computer systems and networks through the establishment and application of artificial intelligence. Research grant # 11-07-00435-а of Russian Foundation of Basic Research, 2011-2013 (Principal Investigator).
  Report-2011-11-07-00435-a-short.pdf [application/pdf] (287595 bytes)
  Report-2012-11-07-00435-a-short.pdf [application/pdf] (344443 bytes)
  Report-2013-11-07-00435-a-short.pdf [application/pdf] (317185 bytes)
• Igor Kotenko (Principal Investigator from SPIIRAS). “Design of Secure and energy-efficient embedded systems for Future internet applications (SecFutur)”. Research Project of the European Community seventh framework program (FP7). Contract No. 256668 (http://www.secfutur.eu/), 2010-2013 (Researcher).
• Igor Kotenko (Principal Investigator from SPIIRAS). “MAnagement of Security information and events in Service InFrastructures (MASSIF)”. Research Project of the European Community seventh framework program (FP7). Contract No. 257475 (http://www.massif-project.eu/), 2010-2013 (Researcher).
• Igor Kotenko (Principal Investigator). “Mathematical Models, Methods and Algorithms of Proactive Protection against Malware in Computer Networks and Systems”. Program "Architecture, system solutions, software, standardization and information security of computer complexes of new generations" of the Russian Academy of Sciences Branch "Nanotechnologies and Information Technologies", 2009-2011 (Researcher).

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Books and Chapters in Books

1. I.B. Saenko, I.B. Paraschuk, Yu. V. Kondrashov, O.S. Lauta, Ya.A. Dombrovsky, A.I. Popov, E.S. Kryukova. Modeling and design of systems. Textbook. – St. Petersburg: VAS, 2023. – 472 p. // https://elibrary.ru/item.asp?id=65507916
2. Igor Kotenko, Igor Saenko, Andrey Chechulin, Olga Polubelova, Evgenia Novikova, Elena Doinikova, Andrey Shorov, Vasily Desnitsky. Intelligent information security services in critical infrastructures. Monography / Ed. Igor Kotenko and Igor Sayenko. St. Petersburg: BHV Publishing House, 2019. 400р. ISBN 978-5-9775-3968-5 https://www.elibrary.ru/item.asp?id=42927796 // https://elibrary.ru/item.asp?id=42927796
3. Kotenko I., Saenko I., Branitskiy A. Machine Learning and Big Data Processing for Cybersecurity Data Analysis // Chapter in book “Data Science in Cybersecurity and Cyberthreat Intelligence”. Leslie F. Sikos and Kim-Kwang Raymond Choo (Eds.). Springer. 2019.
4. I.V. Kotenko, I.B. Saenko. Generation of access-control schemes in computer networks based on genetic algorithms // В книге: Nature-Inspired Cyber Security and Resiliency. 2019. С. 409-438. DOI: 10.1049/PBSE010E_ch16 // https://www.elibrary.ru/item.asp?id=47517901
5. Igor Kotenko, Igor Saenko, Oleg Lauta. Modeling the Impact of Cyber Attacks // Chapter in book: Cyber Resilience of Systems and Networks, Risk, Systems and Decisions, A. Kott, I. Linkov (eds.), Springer, First Online: 30 May 2018. P.135-169. https://doi.org/10.1007/978-3-319-77492-3_7 (WoS and Scopus).
6. Kotenko I.V., Saenko I.B., Chechulin A.A. Protection against unwanted and malicious information in global information networks // Information-psychological and cognitive security. Collective monograph / Ed. I. F. Kefeli, R. M. Yusupova. St. Petersburg .: Publishing house "Aurora" 2017. 300 P. - 175-194 // https://pure.spbu.ru/ws/portalfiles/portal/9364702 // https://elibrary.ru/item.asp?id=37414463
7. New information technologies in control systems for military use: A Textbook. I.B.Saenko, A.V.Avramenko, J.M.Kopchak, V.F. Schjotka and others / Edited by I.B.Saenko. SPb.: MCA, 2010. 518 p. (in Russian).
8. Programming. Application development environment UI "Designer" of Operating System MSMF: Textbook. I.B. Saenko, V.V. Solomatin, S.M. Manyashin, Y.I. Zhukov, etc./ Edited by I.B. Saenko. SPb.: MSA, 2008. 128 pp.
9. V.V. Solomatin, S.M. Manyashin, I.Yu. Zhukov, D.V. Efanov, V.G. Shulkevich, I.B. Saenko, V.V. Efimov, A.V. Ershov. Operating systems. network administration of the MSVS 3.0 OS, 303 p. // St. Petersburg, 2008. // https://www.elibrary.ru/item.asp?id=39959092
10. Information Technology in Science and Education: Textbooks for higher education. P.1. Theoretical basis. I.B. Saenko, S.N. Bushuev, S.N. Nogin, A.J. Ivanov, etc./ Edited by I.B. Saenko. SPb.: MSA, 2007. 280 pp.
11. Information Technology in Science and Education: Textbooks for higher education. P.1. Practical application.. I.B. Saenko, S.N. Bushuev, S.N. Nogin, A.J. Ivanov, etc./ Edited by I.B. Saenko. SPb.: MSA, 2007. 284 pp.
12. Recent developments in control of the forces of the Navy. Monograph. S.M. Dotsenko, I.B. Saenko, I.V. Solovyev, V.V. Gekov, etc. SPb.: Politechnika. 2006. 432 pp.
13. I.B. Saenko, M.V. Bochkov, S.N. Bushuev, V.S. Avramenko. Adaptive protection of information in computer networks for military purposes. Monograph / Edited by I.B. Saenko. SPb.: MSA, 2004. 210 pp.
14. New information technologies in control systems for military use. Textbook. I.B. Saenko, S.N. Bushuev, , A.Y. Ivanov, A.I. Obrezkov, etc./ Edited by I.B. Saenko. SPb.: MSA, 2003. 160 pp.
15. I.B. Saenko. The theoretical basis of the multidimensional / relational data and their application to build a database AMS of connection. Monograph / Edited by V.F. Komarovich. . SPb.: MSU, 2001. 176 pp.
16. I.B. Saenko, A.Y. Ivanov, A.I. Obrezkov. Development of relational databases with the help of MicroSoft Access. Textbook. SPb.: MSA, 1999. 70pp.
17. I.B. Saenko, A.Y. Ivanov. Basic construction and design of relational databases. Textbook. SPb.: MSA, 1998. 80pp.
18. I.V.Kotenko, G.A.Rybov, I.B.Saenko. Intelligent systems for telecommunication control. N.I.Burenin (ed.). SPb., MSA, 1996. 150 p. (in Russian).
19. I.B.Saenko, A.I. Obrezkov. Fundamentals of design and quality evaluation of databases. Textbook. Ulyanovsk: UHMIUC, 1996. 25 pp.
20. I.B. Saenko, A.I. Obrezkov. DBMS Paradox for Windows version 4.5. Textbook. Ulyanovsk: UHMIUC, 1996. 40pp.
21. I.B.Saenko, A.V.Lebedev. Programming in INTEREKSPERT. Textbook. Ulyanovsk: UHMIUC, 1995. 40 pp.
22. Programming in Pascal. Textbook. Y.A. Bukhartsev, V.A. Kulikov, A. G. Gutnik, Y.I. Didenko, I.B. Saenko. L.: MSU, 1991. 108pp.

Papers

2024

1. E. Novikova, E. Fedorchenko, A. Danilov, I. Saenko. Dataset generation methodology: towards application of machine learning in industrial water treatment security // SN Computer Science. 2024. Т. 5. № 4. С. 373. DOI: 10.1007/s42979-024-02704-9 // https://elibrary.ru/item.asp?id=66603049
2. I.V. Kotenko, I.B. Saenko, O.S. Lauta, N.A. Vasilev, Sadovnikov V.E. Approach to detecting attacks against machine learning systems with a generative adversarial network // Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications. 2024. Т. 34. № 3. С. 589-596. DOI: 10.1134/S1054661824700408 // https://elibrary.ru/item.asp?id=73532021
3. Elena Doynikova, Evgenia Novikova, Alexandr Danilov, Igor Saenko. Towards the Testbed and Dataset for Analysis of Water Treatment Systems Security // Conference: International Conference on Data Science and Applications. 2024. DOI:10.1007/978-981-99-7814-4_37
4. Vladimir Avramenko, Igor Saenko, Igor Kotenko. Forecasting information security in information and communication systems based on recurrent neural networks // 2024 International Russian Automation Conference (RusAutoCon). file:///C:/Users/79291/Downloads/Forecasting%20Information%20Security-RusAutoCon-2024.pdf
5. Igor Kotenko, Igor Saenko, Oleg Lauta , Nikita Vasilyev, Vladimir Sadovnikov. Attacks and defense methods in machine learning systems: analysis of modern research // Cybersecurity issues. 2024. No. 1 (59). pp. 24-37. DOI: 10.21681/2311-2024-1-24-37 // https://elibrary.ru/item.asp?id=59932750 (in Russian).
6. I.B. Saenko, M.H. Al-Barry, S.A. Ryumina. Using a visual programming system to detect sql attacks on databases using machine learning methods // Information and Space. 2024. No. 1. pp. 55-64. // https://elibrary.ru/item.asp?id=65116383 (in Russian).
7. I.V. Kotenko, I.B. Saenko, R.I. Zakharchenko, D.V. Velichko. A dynamic functioning control model for preventing computer attacks // Legal Informatics. 2024. No. 2. pp. 35-43. DOI: 10.21681/1994-1404-2024-2-35-43 // https://www.elibrary.ru/item.asp?id=68564498 (in Russian).
8. Yu.I. Sineshchuk, I.B. Saenko, A.V. Ermakov. Information security in the digital economy as a factor of national security // Telecommunication. 2024. No. 5. pp. 47-52. DOI: 10.34832/ELSV.2024.54.5.007 //https://elibrary.ru/item.asp?id=68504691 (in Russian).
9. V.V. Nikolaev, I..B. Saenko. Optimization of information resources distribution in common information space // Proceedingsof educational institutions of communications. 2024. Vol. 10. No. 3. pp. 87-103. DOI: 10.31854/1813-324X-2024-10-3-87-103 // https://elibrary.ru/item.asp?id=68450281 (in Russian).
10. V.V. Nikolaev, I.B. Saenko, A.V. Ermakov. Methodology for optimizing the information resources distribution plan in a common information space// Telecommunication. 2024. No. 4. pp. 50-54. DOI: 10.34832/ELSV.2024.53.4.008 // https://elibrary.ru/item.asp?id=67968794 (in Russian).
11. I.B. Saenko, A.P. Sokolov, O.S. Lauta, P.M. Gubsky. method of target distribution during group flight of MINI-UAVS to targets // Information and Space. 2024. No. 2. pp. 113-120.// https://elibrary.ru/item.asp?id=67919130 (in Russian).
12. S.E. Adadurov, I.V. Kotenko, I.V. Saenko, A.P. Glukhov. Using supercomputers to information security data analyse // Automation, communications, computer science. 2024. No. 11. pp. 14-17. DOI: 10.62994/AT.2024.11.11.002 // https://www.elibrary.ru/item.asp?id=74496042 (in Russian).
13. V.E. Sadovnikov, I.B. Saenko. Improving the accuracy of object recognition in images after adversarial attacks by adding noise and using neural cleanse technology // Methods and technical means of ensuring information security. 2024. No. 33. pp. 53-54 // https://www.elibrary.ru/item.asp?id=69162858 (in Russian).
14. E.S. Novikova, E.V. Fedorchenko, M.A. Bukhtiyarov, I.B. Saenko. Anomaly detection in wastewater treatment process for cyber resilience risks evaluation // Notes of the Mining Institute. 2024. Vol. 267. pp. 488-500 // https://www.elibrary.ru/item.asp?id=69157589 (in Russian).
15. I.B. Saenko, S.L. Lebedev, I.M. Zhdanova, S.K. Mustivy, A.V. Ermakov. Information security policy of telecommunication equipment used in public communication networks // Telecommunication. 2024. No. 2. pp. 8-13. DOI: 10.34832/ELSV.2024.51.2.002 // https://elibrary.ru/item.asp?id=67261695 (in Russian).
16. I.B. Saenko, O.S. Lauta, S.L. Lebedev, S.K. Mustivy, A.V. Fedorov. Generalized protection profile of telecommunications equipment resistant to information security threats // Telecommunication. 2024. No. 2. pp. 2-7. DOI: 10.34832/ELSV.2024.51.2.001 // https://elibrary.ru/item.asp?id=67261693 (in Russian).
17. V.A. Desnitsky, I.V. Kotenko, D.S. Levshun., I.B. Saenko. Concept of solving the issue of detecting malicious activity in the infrastructure of an industrial smart city // In the collection: Current problems of infotelecommunications in science and education (Apino 2024). Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. pp. 272-276. // https://elibrary.ru/item.asp?id=67337383 (in Russian).
18. I.V. Kotenko, I.B. Paraschuk, I.B. Saenko. Stages of methodology and basic levels of architecture of subsystem of operational analysis of information security of departmental telecommunication networks // In the collection: Current problems of infotelecommunications in science and education (Apino 2024). Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. pp. 481-485. // https://elibrary.ru/item.asp?id=67337422 (in Russian).
19. P.V. Bortniker, I.B. Saenko. Comparative analysis of the use of haar, daubechies, and "mexican hat" wavelets for intrusion detection in information systems // In the collection: Current problems of infotelecommunications in science and education (Apino 2024). Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. p.126-130 // https://elibrary.ru/item.asp?id=67337355&pff=1 (in Russian).
20. D.S. Ivantsov, I.B. Saenko. Markov model for assessing the stability of distributed data storage of SIEM-systems // In the collection: Actual problems of infotelecommunications in science and education (Apino 2024). Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. pp. 376-380 // https://elibrary.ru/item.asp?id=67337402&pff=1 (in Russian).
21. V.E. Sadovnikov, I.B. Saenko. The use of generative-adversarial neural networks to detect and counter botnets in information and communication networks // In the collection: Actual problems of infotelecommunications in science and education (Apino 2024). Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. pp. 614-618 // https://www.elibrary.ru/item.asp?id=67337447&pff=1 (in Russian).
22. I.B. Saenko, A.V. Udaltsov. Models for organizing customer iteration with distributed database // In the collection: Actual problems of infotelecommunications in science and education (Apino 2024). Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. pp. 619-624 // https://www.elibrary.ru/item.asp?id=67337448&pff=1 (in Russian).
23. I.B. Saenko, V.E. Sadovnikov. An approach for detecting attacks on machine learning systems using neural-cleanse technology and JPEG compression algorithm // In the collection: Current problems of protection and security. Proceedings of the XXVII All-Russian Scientific and Practical Conference. St. Petersburg, 2024. pp. 325-328. // https://elibrary.ru/item.asp?id=68534382 (in Russian).
24. I.V. Kotenko, I.B. Saenko, I.B. Paraschuk, V.P. Kochin. Detection of malicious activity in the infrastructure of a smart city based on hybrid intelligent systems with components of explicable deep learning: a Russian-Belarusian project // Complex information protection. Collection of materials of the XXIX scientific and practical conference / St. Petersburg, 2024, pp. 90-95 // https://elibrary.ru/item.asp?id=72755099 (in Russian).
25. I.V. Kotenko, I.B. Saenko, V.E. Sadovnikov. Adversarial attacks on machine learning systems and methods of combating them // Complex information protection // Collection of materials of the XXIX scientific and practical conference / St. Petersburg, 2024, pp. 96-100 // https://elibrary.ru/item.asp?id=72792713 (in Russian).
26. P.V. Bortniker, I.B. Saenko. Comparative analysis of the use of Haar, Dobeshi and "Mexican hat" wavelets for detecting intrusions into information systems // In the collection: Current problems of infotelecommunications in science and education. Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. pp. 126-130. // https://elibrary.ru/item.asp?id=67337355 (in Russian).

2023

1. I. Kotenko, K. Izrailov, M. Buinevich, I. Saenko, R. Shorey. Modeling the Development of Energy Network Software, Taking into Account the Detection and Elimination of Vulnerabilities // Energies. 2023. Vol. 16. Iss. 13. PP. 5111. DOI:10.3390/en16135111 // https://elibrary.ru/item.asp?id=62899231
2. Kotenko I.V., Saenko I.B. Exploring opportunities to identify abnormal behavior of data center users based on machine learning models // Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications. 2023. Т. 33. № 3. С. 368-372. DOI: 10.1134/S1054661823030227 // https://www.elibrary.ru/item.asp?id=55186589
3. Igor Kotenko, Igor Saenko, Alexey Vinogradenko, Nikita Budko. Intelligent state assessment of complex autonomous objects based on wavelet analysis // Engineering Applications of Artificial Intelligence. 2023. 126. pp. 106869. DOI: 10.1016/j.engappai.2023.106869 // https://elibrary.ru/item.asp?id=64030245
4. Igor Kotenko, Igor Saenko, Andrey Privalov, Oleg Lauta. Ensuring SDN Resilience under the Influence of Cyber Attacks: Combining Methods of Topological Transformation of Stochastic Networks, Markov Processes, and Neural Networks // Big Data and Cognitive Computing. 2023. 7(2). pp. 66. DOI: 10.3390/bdcc7020066 // https://elibrary.ru/item.asp?id=61156050
5. Evgenia Novikova, Elena Fedorchenko, Igor Saenko. Methodology for Dataset Generation for Research in Security of Industrial Water Treatment Facilities // 2023 International Russian Automation Conference (RusAutoCon). 2023. pp. 953-958. DOI: 10.1109/RusAutoCon58002.2023.10272930 // https://www.elibrary.ru/item.asp?id=72913806
6. Igor Saenko, Oleg Lauta, Nikita Vasiliev, Vladimir Sadovnikov. An Approach to Effective Processing of Information from Smart Home Sensors using Machine Learning Methods // V International Conference on Control in Technical Systems (CTS). 2023. pp. 189-192. DOI: 10.1109/CTS59431.2023.10288887
7. Elena Fedorchenko, Evgenia Novikova, Igor Saenko. Attack Model for the Industrial Water Treatment Systems // V International Conference on Control in Technical Systems (CTS). 2023. pp. 209-212. DOI: 10.1109/CTS59431.2023.10288930
8. Igor Kotenko, Igor Saenko. Applying Machine Learning Methods to Detect Abnormal User Behavior in a University Data Center // Intelligent Distributed Computing XV. Studies in Computational Intelligence. 2023. pp. 13-22. DOI: 10.1007/978-3-031-29104-3_2
9. Igor Kotenko, Igor Saenko, Oleg Lauta, Nikita Vasiliev, Dmitry Iatsenko. Attacks Against Machine Learning Systems: Analysis and GAN-based Approach to Protection // Proceedings of the Seventh International Scientific Conference «Intelligent Information Technologies for Industry» (IITI’23). Lecture Notes in Networks and Systems. 2023. pp. 49-59. DOI: 10.1007/978-3-031-43792-2_5
10. Igor Saenko, Peter Bortniker, Oleg Lauta, Inna Zhdanova, Nikita Vasiliev. An Approach to Early Computer Network Intrusion Detection Based on the Wavelet Transform Energy Spectra Analysis // Proceedings of the Seventh International Scientific Conference «Intelligent Information Technologies for Industry» (IITI’23). Lecture Notes in Networks and Systems. 2023. pp. 71-80. DOI: 10.1007/978-3-031-43792-2_7
11. Igor Kotenko, Igor Saenko, Fadey Skorik. IoT Network Administration by Intelligent Decision Support Based on Combined Neural Networks // Internet of Things / Security, Trust and Privacy Models, and Architectures in IoT Environments. 2023. pp. 1-24. DOI: 10.1007/978-3-031-21940-5_1
12. Igor Saenko, Oleg Lauta, Dmitry Iatsenko. The Use of Dynamic Characteristics in Handwriting Recognition Tasks // 2023 International Ural Conference on Electrical Power Engineering (UralCon). 2023. pp. 609-614. DOI: 10.1109/uralcon59258.2023.10291131
13. Evgenia Novikova, Marat Bukhtiarov, Igor Kotenko, Elena Fedorchenko, Igor Saenko. Towards Application of the Tabular Data Transformation to Images in the Intrusion Detection Tasks Using Deep Learning Techniques // Proceedings of the 16th International Symposium on Intelligent Distributed Computing (IDC-2023). September 13-15, Hamburg, Germany. 2023. P. Pages 85-100
14. I.V. Kotenko, I.B. Saenko, M.H. Al-Barry. Detecting abnormal behaviour of users of data processing centres of higher education institutions // Legal Informatics. 2023. No. 1. pp. 62-71. DOI: 10.21681/1994-1404-2023-1-62-71 // https://www.elibrary.ru/item.asp?id=53761618 (in Russian).
15. I.B. Saenko, I.V. Kotenko, O.S. Lauta, .Yu. Skorobogatov. Computer attack models on software-configurable networks // High-tech technologies in space research of the Earth. 2023. Vol. 15. No. 1. pp. 37-47.DOI: 10.36724/2409-5419-2023-15-1-37-47 // https://www.elibrary.ru/item.asp?id=50759958 (in Russian).
16. I.V. Kotenko, I.B. Saenko, R.I. Zakharchenk, D.V. Velichko. Subsystem for prevention of computer attacks against objects of critical information infrastructure: analysis of functioning and implementation // Cybersecurity issues. 2023. No. 1 (53). pp. 13-27. DOI: 10.21681/2311-3456-2023-1-13-27 // https://elibrary.ru/item.asp?id=50337100 (in Russian).
17. I.N. Fabiyanovsky, V.V. Nikolaev, I.B. Saenko. Application of blockchain technology in critical distributed information systems: conceptual foundations // High-tech technologies in space research of the Earth. 2021. Vol. 13. No. 4. pp. 56-64. DOI: 10.36724/2409-5419-2021-13-4-56-64 // https://elibrary.ru/item.asp?id=47206979 (in Russian).
18. I.V. Kotenko, E.V. Fedorchenko, E.S. Novikova, I.B. Saenko, A.S Danilov. Data collection methodology for security analysis of industrial cyber-physical systems // Cybersecurity issues. 2023. No. 5 (57). pp. 69-79. DOI: 10.21681/2311-3456-2023-5-69-79 // https://elibrary.ru/item.asp?id=54709889 (in Russian).
19. E.V. Fedorchenko, E.S. Novikova, I.B. Saenko. Attack model for the industrial water treatment systems // International Scientific Conference on Management Problems in Technical Systems. 2023. Vol. 1. pp. 253-257 // https://elibrary.ru/item.asp?id=54678801 (in Russian).
20. I.B. Saenko, O.S. Lauta, N.A. Vasiliev, V.E. Sadovnikov. An approach to the effective processing of information from smart home sensors using machine learning methods // International Scientific Conference on Management Problems in Technical Systems. 2023. Vol. 1. pp. 229-233. // https://elibrary.ru/item.asp?id=54678795 (in Russian).
21. E.V. Fedorchenko, I.V. Kotenko, A.V. Fedorchenko, E.S. Novikova, I.B. Saenko. Assessment of information system security based on the exploit's graph model // Questions of cybersecurity. 2023. No. 3 (55). pp. 23-36. DOI: 10.21681/2311-3456-2023-3-23-36 // https://www.elibrary.ru/item.asp?id=54303091 (in Russian).
22. I.V. Kotenko, I.B. Saenko, R.I. Zakharchenko, A.S. Kapustin, M.H. Al-Barry. Management of access to electronic information and educational environment of universities of federal executive authorities // Issues of cybersecurity. 2023. No. 2 (54). pp. 73-84. DOI: 10.21681/2311-3456-2023-2-73-84 // https://www.elibrary.ru/item.asp?id=54282355 (in Russian).
23. I.B. Saenko, D.V. Volkov, S.E. Totsky, E.M. Volkova, S.V. Bychkov, A.V. Ermakov. Mproving the noise immunity of multiphase cdma sequences by reducing the number of phases and dynamic range // Telecommunication. 2023. No. 6. pp. 42-47. DOI: 10.34832/ELSV.2023.43.6.005 // https://www.elibrary.ru/item.asp?id=54266219 (in Russian).
24. M.H. Al-Barry, I.B. Saenko. Proposals for the construction and operation of a system for detecting abnormal behavior of data center users by machine learning methods // Methods and technical means of ensuring information security. 2023. No. 32. pp. 20-21. // https://www.elibrary.ru/item.asp?id=54244631 (in Russian).
25. I.B. Saenko, M.A. Biryukov, I.E. Ostanin, A.V. Ermakov. Algorithm for quick detection of the desired object features in the image // Telecommunication. 2023. No. 10. pp. 57-63. DOI: 10.34832/ELSV.2023.47.10.008 // https://elibrary.ru/item.asp?id=55929722 (in Russian).
26. I.B. Saenko, O.S. Lauta, N.A. Vasiliev, V.E. Sadovnikov. An approach to the effective processing of information from smart home sensors using machine learning methods // International Scientific Conference on Management Problems in Technical Systems. (PUTS-2023). 2023. Vol.1. pp. 229-233 // https://elibrary.ru/mzbhij (in Russian).
27. I.B. Saenko, I.V. Kotenko, O.S. Lauta, S.Yu. Skorobogatov. Sustainability assessment methodology software-configurable networks in the conditions of computer attacks // I-methods. 2023. Vol. 15. Serial number: 1 // https://elibrary.ru/download/elibrary_66317697_55818154.pdf // https://elibrary.ru/item.asp?id=66317697 (in Russian).
28. I.V. Kotenko, I.B. Paraschuk, I.B. Saenko. The content and features of the key stages of the development of methods and models for processing data on cybersecurity incidents in departmental infocommunication networks // Actual problems of infotelecommunications in science and education (APINO 2023). Collection of scientific articles. XII International Scientific-technical and scientific-methodical Conference. In 4 t .. St. Petersburg, 2023. pp. 674-678. // https://www.elibrary.ru/item.asp?id=54033667 (in Russian).
29. I.B. Saenko, A.V. Udaltsov. On the issue of choosing the synchronization parameters of information elements // In the collection: Actual problems of infotelecommunications in science and education (APINO 2023).Vol.3. Collection of scientific articles of the XII International Scientific-technical and scientific-methodical Conference: in 4 vols.. Saint Petersburg, 2023. pp. 827-831. // https://www.elibrary.ru/item.asp?id=54609658 (in Russian).
30. M.A. Biryukov, V.V. Nikolaev, D.A. Renskov, I.B. Saenko. Conceptual model of a common information space for special purposes // In the collection: Actual problems of infotelecommunications in science and education (APINO 2023). Collection of scientific articles of the XII International Scientific-technical and scientific-methodical Conference: in 4 vols.. Saint Petersburg, 2023. pp. 719-723. // https://www.elibrary.ru/item.asp?id=54609634 (in Russian).
31. A.V. Udaltsov, S.A. Ryumina, I.B. Saenko. Applying the data analysis and machine learning system to conduct classes on artificial intelligence // In the collection: Modern trends in engineering education. Collection of materials of the Scientific and practical conference. Saint Petersburg, 2023. pp. 336-340.// https://www.elibrary.ru/item.asp?id=54396349 (in Russian).
32. A.V. Udaltsov, I.B. Saenko. Database replication and security when using it // In the collection: Current problems of protection and security. Proceedings of the XXVI All-Russian Scientific and Practical Conference. St. Petersburg, 2023. pp. 462-467 // https://www.elibrary.ru/item.asp?id=54361856 (in Russian).
33. D.S. Ivantsov, I.B. Saenko. Security information and event management systems: analysis and development trends, application in critical infrastructures // In the collection: Actual problems of infotelecommunications in science and education (APINO 2023). Collection of scientific articles of the XII International Scientific-technical and scientific-methodical Conference. In 4 volumes. Edited by S.I. Makarenko, comp. V.S. Elagin, E.A. Anikevich. Saint Petersburg, 2023. pp. 700-704. // https://www.elibrary.ru/item.asp?id=54295056 (in Russian).
34. A.V. Udaltsov, I.B. Saenko, D.A. Renskov. Maintaining the relevance of information resources in databases when using decision support systems in automated management systems // In the collection: Technologies. Innovation. Connection. materials of the scientific and practical conference. Saint Petersburg, 2023. pp. 374-378. // https://www.elibrary.ru/item.asp?id=54121193 (in Russian).
35. I.B. Saenko, A.V. Udaltsov, M.A. Biryukov. Balancing requests to information resources in high-performance systems by using data replication // In the collection: State and prospects of development of modern science in the direction of "IT technologies". Proceedings of the II All-Russian Scientific and Technical Conference. Anapa, 2023. pp. 319-325. // https://www.elibrary.ru/item.asp?id=53847513 (in Russian).
36. I.B. Saenko, V.V. Nikolaev. On the model of the unified information space of departmental structures built on the basis of high-performance computing systems // In the collection: The state and prospects of development of modern science in the direction of "IT technologies". Proceedings of the II All-Russian Scientific and Technical Conference. Anapa, 2023. pp. 310-318. // https://www.elibrary.ru/item.asp?id=53847512 (in Russian).
37. M.A. Biryukov, I.B. Saenko, A.V. Udaltsov. Intelligent systems in managing the process of database synchronization // In the collection: Technologies of the information society. Proceedings of the XVII International Industrial Scientific and Technical Conference. 2023. pp. 315-317. // https://www.elibrary.ru/item.asp?id=53808204 (in Russian).
38. V.V. Nikolaev, I.B. Saenko. An approach to building a model of a unified information space for solving the problem of optimizing the distribution of information resources // In the collection: Technologies of the information society. Proceedings of the XVII International Industrial Scientific and Technical Conference. 2023. pp. 96-98. // https://www.elibrary.ru/item.asp?id=53802685 (in Russian).
39. V.V. Nikolaev, I.B. Saenko. The approach to modelling of special purpose single information space // In the collection: The current state and prospects for the development of infocommunication networks for special purposes. Collection of materials of the scientific and practical conference. Saint Petersburg, 2023. pp. 88-93. // https://www.elibrary.ru/item.asp?id=50469996 (in Russian).
40. A.V. Udaltsov, D.D. Koryakin, I.B. Saenko. Synchronization of databases in military control systems // In the collection: The current state and prospects for the development of infocommunication networks for special purposes. Collection of materials of the scientific and practical conference. Saint Petersburg, 2023. pp. 81-87. // https://www.elibrary.ru/item.asp?id=50469995 (in Russian).
41. I.V. Kotenko, I.B. Saenko, O.S. Lauta, N.A. Vasiliev, V.E. Sadovnikov. An approach to detecting attacks on machine learning systems using a generative-adversarial network // In the collection: The Twenty-first National Conference on Artificial Intelligence with International Participation (CII-2023). Proceedings of the conference. In 2 volumes. Smolensk, 2023. pp. 366-376.// https://elibrary.ru/item.asp?id=56574854 (in Russian).
42. D.S. Ivantsov, I.B. Saenko. On the development of a mathematical model of the process of operation of the information and security event management system // In the book: Information security of the regions of Russia (IBRR-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. pp. 85-87.// https://elibrary.ru/item.asp?id=60024740 (in Russian).
43. P.V. Bortniker, I.B. Saenko. Application of methods of computer mathematics and multiscale analysis to detect intrusions into information systems // In the book: Information security of the regions of Russia (IBRR-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. pp. 291-292. // https://elibrary.ru/item.asp?id=60024865 (in Russian).
44. I.V. Kotenko, I.B. Saenko, I.B. Paraschuk. Levels of architecture of components of operational assessment of security of information and telecommunication resources of critical infrastructure // In the book: Information security of regions of Russia (IBRR-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. pp. 88-90.// https://elibrary.ru/item.asp?id=60024742 (in Russian).
45. I.V. Kotenko, I.B. Paraschuk, I.B. Saenko. Control of information security of cyberphysical systems based on hybrid neural network filtering // in the collection: Promising directions for the development of domestic information technologies. Materials of the I All-Russian scientific and practical conference. Sevastopol, 2023. pp. 195-199 // https://elibrary.ru/download/elibrary_73085083_25266549.pdf // https://elibrary.ru/item.asp?id=73085083 (in Russian).
46. A.V. Udaltsov, I.B. Saenko. An approach to assessing the reliability of synchronization of information resources in an automated communication management system // In the collection: Problems of technical support of troops in modern conditions. Materials of the VIII interuniversity scientific and practical conference. St. Petersburg, 2023. pp. 139-143 // https://elibrary.ru/item.asp?id=67916987 (in Russian).
47. A.V. Udaltsov, I.B. Saenko. Application of generative adversarial networks for database synchronization in special-purpose information systems // In the book: Information security of the regions of Russia (IBRD-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. pp. 170-171.// https://elibrary.ru/item.asp?id=60024789 (in Russian).
48. S.A. Ryumina, I.B. Saenko. Machine learning-based anomalie detection method in sql queries // In the book: Information security of the regions of Russia (IBRD-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. pp. 154-155.// https://elibrary.ru/item.asp?id=60024780 (in Russian).

2022

1. Igor Kotenko, Igor Saenko, Oleg Lauta, Michael Karpov, Ksenia Kribel. An approach to modeling of the security system of intelligent transport systems based on the use of flat graphs // Lecture Notes in Networks and Systems (LNNS). - 2022. - Vol. 330 LNNS. - pp. 440-451. DOI: 10.1007/978-3-030-87178-9_44 // https://elibrary.ru/item.asp?id=47026624
2. Sergei Sokolov, Oleg Lauta, Igor Saenko, Michael Mitrofanov, Oleg Lepeshkin. Analytical modeling of computer attacks on intelligent transport systems based on the transformation of stochastic networks // Lecture Notes in Networks and Systems. 2022. Т. 330 LNNS. С. 489-498. DOI: 10.1007/978-3-030-87178-9_49 // https://elibrary.ru/item.asp?id=47056456
3. Igor Kotenko,Igor Saenko, Oleg Lauta, A. Kribel. Ensuring the survivability of embedded computer networks based on early detection of cyber attacks by integrating fractal analysis and statistical methods // Microprocessors and Microsystems. 2022. Т. 90. С. 104459. DOI: 10.1016/j.micpro.2022.104459 // https://elibrary.ru/item.asp?id=48145751
4. Igor Kotenko, Igor Saenko, Igor Parashchuk, Elena Doynikova. An approach for selecting countermeasures against harmful information based on uncertainty management // Computer Science and Information Systems. 2022. Т. 19. № 1. С. 415-433. DOI: 10.2298/CSIS210211057K // https://www.elibrary.ru/item.asp?id=48188266
5. Igor Kotenko, Vladimir Avramenko, Albert Malikov, Igor Saenko. An approach to the synthesis of a neural network system for diagnosing computer incidents // Studies in Computational Intelligence. 2022. Т. 1026. С. 407-416. DOI: 10.1007/978-3-030-96627-0_37 // https://www.elibrary.ru/item.asp?id=48584416
6. Igor Kotenko, Igor Saenko, Oleg Lauta, Alexander Kribel. A Proactive Protection of Smart Power Grids against Cyberattacks on Service Data Transfer Protocols by Computational Intelligence Methods // Sensors. 2022. Т. 22. № 19. С. 7506. DOI: 10.3390/s22197506 // https://www.elibrary.ru/item.asp?id=56872885
7. Igor Kotenko, Igor Saenko. Towards resilient and efficient big data storage: evaluating a siem repository based on hdfs // В сборнике: Proceedings - 30th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2022. 30. 2022. С. 290-297. DOI: 10.1109/PDP55904.2022.00051 // https://elibrary.ru/item.asp?id=48582684
8. Igor Kotenko, Igor Saenko, Oleg Lauta, Nikita Vasiliev. Attacks Against Artificial Intelligence Systems: Classification, The Threat Model and the Approach to Protection // In book: Proceedings of the Sixth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’22) (pp.293-302) DOI:10.1007/978-3-031-19620-1_28
9. Igor Kotenko, Igor Saenko, Andrey Chechulin, Lidia Vitkova, Maxim Kolomeec, Igor Zelichenok, Maxim Melnik, Denis Makrushin, Nikita Petrevich. Detection of Anomalies and Attacks in Container Systems: An Integrated Approach Based on Black and White Lists. Lecture Notes in Networks and Systems, 2022, 566 LNNS, P. 107–117. DOI:10.1007/978-3-031-19620-1_11
10. Yu. Sineshchuk, A. Vostrykh, I. Saenko. Designing a human-machine interface based on the cognitive model of information systems users // International Russian Automation Conference. Proceedings 2022 International Russian Automation Conference (RusAutoCon). Danvers, MA, 2022. С. 377-382. DOI: 10.1109/RusAutoCon54946.2022.9896356 // https://elibrary.ru/item.asp?id=54076713
11. Sergei Adadurov, Alexandr Glukhov, Igor Kotenko, Igor Saenko. Intelligent information security services // Automation, communications, computer science. 2022. No. 3. pp. 27-30. DOI: 10.34649/AT.2022.3.3.004 // https://elibrary.ru/item.asp?id=48174328 (in Russian).
12. Igor Kotenko, Igor Saenko I.B., Andrey Chechulin, Dmitry Levshun, Sergei Bosyakov, Victor Kochin. The problem of using mobile robotic devices for perimeter monitoring: research analysis and solution approach // Informatization and Communication. 2022. No. 3. pp. 7-14. DOI: 10.34219/2078-8320-2022-13-3-7-14 // https://elibrary.ru/item.asp?id=49389505 (in Russian).
13. Igor Kotenko, Igor Saenko, Mazen Hamed Al-Barry. Application of artificial neural networks to reveal abnormal behavior of data center users // Questions of cybersecurity. 2022. No. 2 (48). pp. 87-97. DOI: 10.21681/2311-3456-2022-2-87-97 // https://elibrary.ru/item.asp?id=48417757 (in Russian).
14. Igor Saenko, Oleg Lauta, Nikita Vasiliev, Ksenia Krebel. Threat model of decision support systems based on artificial intelligence elements // Telecommunication. 2022. No. 5. pp. 33-38. DOI: 10.34832/ELSV.2022.30.5.005 // https://elibrary.ru/item.asp?id=48848296 (in Russian).
15. Igor Saenko, Yuriy Kondrashov, Igor Strelkov. Algorithm for estimating the suitability of frequencies taking into account information on the set of signal and interference parameters // Information and Cosmos. 2022. No. 1. pp. 6-12. // https://www.elibrary.ru/item.asp?id=48205353 (in Russian).
16. Igor Saenko, Vladimir Nikolaev. An approach to the construction of an optimal scheme for the information resources distribution in a common information space // Proceedings of TSNIIS. St. Petersburg Branch. 2022. Vol. 1. No. 13. pp. 65-68. // https://elibrary.ru/item.asp?id=49204513 (in Russian).
17. Igor Saenko, Mazen Hamed Al-Barry. Detection of sql attacks on data centers based on the application of binary classifiers // Proceedings of the Central Research Institute. St. Petersburg Branch. 2022. Vol. 1. No. 13. pp. 69-73. // https://elibrary.ru/item.asp?id=49204514 (in Russian).
18. Mazen Hamed Al-Barry, Igor Saenko. Formation and use of a feature space for detecting abnormal sql queries by machine learning methods // Methods and technical means of ensuring information security. 2022. No. 31. pp. 159-160. // https://www.elibrary.ru/item.asp?id=48803029 (in Russian).
19. S. E. Adadurov, I.V. Kotenko, I.B. Saenko. An аpproach to big data storage stability and efficiency // Automation, communications, Informatics. 2022. No. 12. pp. 19-21. DOI: 10.34649/AT.2022.12.12.004 // https://www.elibrary.ru/item.asp?id=50139459 (in Russian).
20. I.V. Kotenko, I.B. Saenko, O.S. Lauta, A.M. Krivel. Anomaly and cyber attack detection technique based on the integration of fractal analysis and machine learning methods // Informatics and Automation. 2022. Vol. 21. No. 6. pp. 1328-1358. DOI: 10.15622/ia.21.6.9 // https://elibrary.ru/item.asp?id=49803813 (in Russian).
21. I.B. Sayenko, A.V. Udaltsov, A.V. Ermakov. Analysis of the problem of local database synchronization in a distributed information system // Proceedings of the Scientific Research Institute of Radio. 2022. No. 4. pp. 37-41. DOI: 10.34832/NIIR.2022.11.4.004 // https://elibrary.ru/item.asp?id=50000560 (in Russian).
22. I.B. Saenko, S.E. Totsky, D.V. Volkov, A.V. Ermakov. Methods to improve the noise immunity of multiphase group sequences resulting from nonlinear code multiplexing //Telecommunication. 2022. No. 10. pp. 57-62. DOI: 10.34832/ELSV2022.35.10.009 // https://elibrary.ru/item.asp?id=49952829 (in Russian).
23. I.V. Kotenko, I.B. Saenko, V.P. Kochin. Supercomputing-based cybersecurity event analytical processing system: construction conception // Informatization and Communication. 2022. No. 4. pp. 24-28. DOI: 10.34219/2078-8320-2022-13-4-24-28 // https://elibrary.ru/item.asp?id=49811418 (in Russian).
24. I.B. Sayenko, A.A. Makukha, A.V. Ermakov. Choice of the method of information interaction in the corporate information space // Telecommunication. 2022. No. 11. pp. 57-59. DOI: 10.34832/ELSV2022.36.11.008 // https://www.elibrary.ru/item.asp?id=50006226 (in Russian).
25. I.B. Sayenko, A.V. Vostrykh, Yu.I. Sineshchuk, A.V. Ermakov. Cognitive user model as the basis of man-machine interface for information systems of law enforcement agencies // Proceedings of the Scientific Research Institute of Radio. 2022. No. 4. pp. 46-54. DOI: 10.34832/NIIR.2022.11.4.006 // https://www.elibrary.ru/item.asp?id=50000562 (in Russian).
26. I.B. Sayenko, D.S. Ivantsov, A.V. Ermakov. Big data storage sustainability model in a distributed file system // Proceedings of the Scientific Research Institute of Radio. 2022. No. 4. pp. 42-45. DOI: 10.34832/NIIR.2022.11.4.005 // https://www.elibrary.ru/item.asp?id=50000561 (in Russian).
27. Lidia Vitkova, Igor Paraschuk, Igor Saenko. Problems and features of analytical processing procedures for large arrays of heterogeneous data on cybersecurity events in infocommunication networks and systems // In the collection: Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. St. Petersburg, 2022. pp. 279-283. // https://elibrary.ru/item.asp?id=49522700 (in Russian).
28. Michael Biryukov, Anton Mikhailichenko, Vladimir Nikolaev, Igor Saenko. A genetic approach to optimizing the distribution of information resources in a single information space // In the collection: "Information Society technologies". Proceedings of the XVI International Industrial Scientific and Technical Conference. 2022. pp. 135-137.// https://elibrary.ru/item.asp?id=48465185 (in Russian).
29. Igor Saenko, Mazen Hamed Al-Barry. Approach to detecting abnormal sql queries based on binary classification methods // In the collection: "Information Society technologies". Proceedings of the XVI International Industrial Scientific and Technical Conference. 2022. pp. 129-131. // https://www.elibrary.ru/item.asp?id=48465186 (in Russian).
30. Mazen Hamed Al-Barry, Igor Saenko, S. Bushuev. An approach to monitoring abnormal actions of data center users using machine learning // In the collection: Actual problems of protection and security. Proceedings of the XXV All-Russian Scientific and Practical Conference. St. Petersburg, 2022. pp. 340-343. // https://www.elibrary.ru/item.asp?id=49249720 (in Russian).
31. Vladimir Nikolaev, Igor Saenko, Michael Biryukov. Approach to the assessment of the security of the unified information space // In the collection: Current problems of protection and security. Proceedings of the XXV All-Russian Scientific and Practical Conference. St. Petersburg, 2022. pp. 343-345.// https://www.elibrary.ru/item.asp?id=49249721 (in Russian).
32. Michael Biryukov, A. Makukha, Igor Saenko I.B. Comparative evaluation of options for organizing information interaction in a distributed control system // In the collection: Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. Saint Petersburg, 2022. pp. 150-154. // https://www.elibrary.ru/item.asp?id=49522671 (in Russian).
33. Michael Biryukov, Anton Mikhailichenko, Vladimir Nikolaev, Igor Saenko. About the problem of information resources allocation in a single information space // In the collection: Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. St. Petersburg, 2022. pp. 154-159.// https://elibrary.ru/item.asp?id=49522672 (in Russian).
34. Igor Saenko, Alexandr Udaltsov. Analysis of sinchronization of database in the absence of deterministic queries // In the collection: Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. St. Petersburg, 2022. pp. 767-771. // https://www.elibrary.ru/item.asp?id=49522808 (in Russian).
35. Igor Saenko, Vladimir Nikolaev, Anton Mikhaylichenko. Distribution of information resources in a single information space built with the use of mobile data processing centers // In the collection: The state and prospects of development of modern science in the direction of "IT technologies". Collection of articles of the I Scientific and Technical Conference. Anapa, 2022. pp. 5-11. // https://www.elibrary.ru/item.asp?id=49760522 (in Russian).
36. Igor Saenko, Mazen Hamed Al-Barry. Application of machine learning methods to detect malicious actions of users of data processing centers // In the collection: State and prospects of development of modern science in the direction of "IT technologies". Collection of articles of the I Scientific and Technical Conference. Anapa, 2022. pp. 62-66. // https://www.elibrary.ru/item.asp?id=49760530 (in Russian).
37. I.B. Sayenko, I.V. Kotenko, M.H. Al-Barry. Investigation of the possibilities of detecting abnormal behavior of data center users based on machine learning models // The Twentieth National Conference on Artificial Intelligence with International Participation, CII-2022. Proceedings of the conference. In 2 volumes. Moscow, 2022. pp. 232-241. // https://elibrary.ru/item.asp?id=50178696 (in Russian).
38. I.V. Kotenko, I.B. Paraschuk, I.B. Saenko. Building a subsystem for operational assessment of the level of cybersecurity of information and telecommunication resources of critical infrastructure based on analytical processing of large arrays of heterogeneous data // Regional Informatics (RI-2022). Jubilee XVIII St. Petersburg International Conference. Conference materials. Saint Petersburg, 2022. pp. 96-97.// https://www.elibrary.ru/item.asp?id=49977142 (in Russian).
39. I.V. Kotenko, I.B. Saenko. The concept of analytical processing of large arrays of heterogeneous data on cyber security events in critical infrastructure // In the book: Materials of the conference "Information Technologies in Management" (ITU-2022). 15th MULTI-CONFERENCE ON MANAGEMENT ISSUES. Saint Petersburg, 2022. pp. 218-221. // https://elibrary.ru/item.asp?id=50211044 (in Russian).
40. V.V. Nikolaev, I.B. Saenko. An approach to building a model of a unified information space in order to optimize the distribution of its resources // In the collection: Promising directions for the development of domestic information technologies. materials of the VIII interregional scientific and practical conference.. Sevastopol State University. Sevastopol, 2022. pp. 184-185. // https://www.elibrary.ru/item.asp?id=54451964 (in Russian).
41. M.H. Al-Barry, I.B. Saenko. On the construction of feature space for detecting abnormal sql-queries by machine learning methods // In the collection: Promising directions of development of domestic information technologies. materials of the VIII interregional scientific and practical conference.. Sevastopol State University. Sevastopol, 2022. pp. 119-121. // https://www.elibrary.ru/item.asp?id=54451728 (in Russian).
42. I.B. Paraschuk, I.V. Kotenko, I.B. Saenko. Development of source data for algorithms for fuzzy management of information and security events in cyber-physical systems // In the collection: Promising directions of development of domestic information technologies. materials of the VIII interregional scientific and practical conference.. Sevastopol State University. Sevastopol, 2022. pp. 47-50. // https://www.elibrary.ru/item.asp?id=54451559 (in Russian).
43. I.B. Saenko, V.V. Nikolaev. On a simulation model of a special-purpose common information space // In the collection: Simulation modeling of military systems, actions of troops and their support processes (IMSVN-2022). Proceedings of the Second All-Russian Scientific and Practical Conference on Simulation Modeling and its application in the military sphere. Saint Petersburg, 2022. pp. 146-151. //https://www.elibrary.ru/item.asp?id=54105182 (in Russian).
44. V.V. Nikolaev, I.B. Saenko. An approach to optimizing information resources distribution plan of a common information space using a modified genetic algorithm // In the collection: Regional Informatics and information security. Proceedings of the Jubilee XVIII St. Petersburg International Conference. Saint Petersburg, 2022. pp. 85-88. // https://www.elibrary.ru/item.asp?id=50477843 (in Russian).
45. V.V. Nikolaev, I.B. Saenko. Approach to the evaluation of reliability single information space // In the collection: Problems of technical support of troops in modern conditions. Proceedings of the VII Interuniversity Scientific and Practical conference. Saint Petersburg, 2022. pp. 171-174. // https://www.elibrary.ru/item.asp?id=50470051 (in Russian).
46. M.A. Biryukov, M/H. Al-Barry, I.B. Saenko. Machine learning approach to data center security // In the collection: Modern trends in engineering education. Collection of materials of the Scientific and practical conference. Saint Petersburg, 2022. pp. 41-44. // https://www.elibrary.ru/item.asp?id=50109004 (in Russian).
47. A.Yu. Khalenev, I.B. Saenko. Methodology of the organization of protected virtual local area networks in automated systems for special purposes // In the collection: The use of modern information technologies in service and combat activities. Collection of articles of the interuniversity scientific and practical conference. Under the general editorship of D.V. Mirimanov. Perm, 2022. pp. 175-180. // https://www.elibrary.ru/item.asp?id=50033422 (in Russian).
48. A.Yu. Khalenev, I.B. Saenko. A conceptual approach to solving the problem of optimizing the information resources distribution of a special purposes common information space // In the collection: The use of modern information technologies in service and combat activities. Collection of articles of the interuniversity scientific and practical conference. Under the general editorship of D.V. Mirimanov. Perm, 2022. pp. 175-180. // https://www.elibrary.ru/item.asp?id=50033422 (in Russian).
49. M.H. Al-Barry, I.B. Saenko. A methodology for detecting abnormal actions of data center users based on machine learning methods // In the book: Regional Informatics (RI-2022). Jubilee XVIII St. Petersburg International Conference. Conference materials. Saint Petersburg, 2022. pp. 136-137. // https://www.elibrary.ru/item.asp?id=49977174 (in Russian).
50. V.V. Nikolaev, I.B. Saenko. The use of a modified genetic algorithm in order to optimize the distribution of information resources of the common information space // In the book: Regional Informatics (RI-2022). Jubilee XVIII St. Petersburg International Conference. Conference materials. Saint Petersburg, 2022. pp. 106-108. // https://www.elibrary.ru/item.asp?id=49977154 (in Russian).

2021

1. Alexander Branitskiy, Igor Kotenko, Igor Saenko. Applying Machine Learning and Parallel Data Processing for Attack Detection in IoT // IEEE Transactions on Emerging Topics in Computing. 2021. Т. 9. № 4. С. 1642-1653. https://doi.org/10.1109/TETC.2020.3006351 // https://elibrary.ru/item.asp?id=47507570
2. Igor Saenko, Fadey Scorik, Igor Kotenko. Combined neural network for assessing the state of computer network elements // Studies in Computational Intelligence. 2021. Т. 925 SCI. С. 256-261. DOI: 10.1007/978-3-030-60577-3_30 // https://elibrary.ru/item.asp?id=45247405 (WoS and Scopus)
3. Igor Kotenko, Igor Saenko, Oleg Lauta, M. Karpov. Methodology for management of the protection system of smart power supply networks in the context of cyberattacks // Energies. 2021. Т. 14. № 18. Serial number: 5963 DOI: 10.3390/en14185963 // https://elibrary.ru/item.asp?id=47097187
4. Igor Saenko, Igor Kotenko, F. Skorik, M. Al-Barri. Detecting anomalous behavior of users of data centers based on the application of artificial neural networks // Lecture Notes in Computer Science. 2021. Т. 12948 LNAI. С. 331-342. DOI: 10.1007/978-3-030-86855-0_23 // https://www.elibrary.ru/item.asp?id=47513360
5. Andrey Privalov, D. Titov, Igor Kotenko, Igor Saenko, Natalya Evglevskaya. Evaluating the functioning quality of data transmission networks in the context of cyberattacks // Energies. 2021. Т. 14. № 16. Serial number: 4755 DOI: 10.3390/en14164755 // https://elibrary.ru/item.asp?id=46939445
6. Igor Kotenko, Igor Saenko, Oleg Lauta, K. Kribel. LSTM neural networks for detecting anomalies caused by web application cyber attacks // Frontiers in Artificial Intelligence and Applications. 2021. Т. 337. С. 127-140. DOI: 10.3233/FAIA210014 // https://elibrary.ru/item.asp?id=47510004
7. Igor Kotenko, Igor Saenko, Alexander Branitskiy, Igor Paraschuk, Diana Gayfullina. Intelligent system of analytical processing of digital network content for protection against inappropriate information // Informatics and automation. 2021. Vol. 20. No. 4. pp. 755-792. DOI: 10.15622/ia.20.4.1 // https://elibrary.ru/item.asp?id=46506070 (in Russian).
8. Lidia Vitkova, Aleksei Pronichev, Elena Doynikova, Igor Saenko. Selection of Countermeasures against Propagation of Harmful Information via Internet // IOP Conference Series: Materials Science and Engineering. Сер. "International Scientific Conference of Communications, Information, Electronic and Energy Systems, CIEES 2020", 26th-29th November 2020, Borovets, Bulgaria 1032:012017// 2021. P. 012017. DOI:10.1088/1757-899X/1032/1/012017 // https://elibrary.ru/item.asp?id=46802931 (WoS, Scopus)
9. Oleg Lauta, Igor Saenko, Igor Kotenko. Increasing the reliability of computer network protection system by analyzing its controllability models // В сборнике: Proceedings - 2021 International Russian Automation Conference, RusAutoCon 2021. 2021. С. 537-542. DOI: 10.1109/RusAutoCon52004.2021.9537393 // https://elibrary.ru/item.asp?id=47101158
10. Igor Kotenko, Igor Saenko,Alexander Kribel, Oleg Lauta. A technique for early detection of cyberattacks using the traffic self-similarity property and a statistical approach // В сборнике: Proceedings - 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2021. 29. 2021. С. 281-284. DOI: 10.1109/PDP52278.2021.00052 // https://elibrary.ru/item.asp?id=46048340
11. Y. Sineshchuk, S. Terekhin, Igor Saenko, Igor Kotenko. Evaluation of graphical user interfaces by the search time for information objects // В сборнике: Journal of Physics: Conference Series. Сер. "International Conference on Automatics and Energy, ICAE 2021" 2021. С. 012076. DOI: 10.1088/1742-6596/2096/1/012076 // https://elibrary.ru/item.asp?id=47547124
12. I. Kotenko, I. Saenko, O. Lauta, M. Karpov. Situational control of a computer network security system in conditions of cyber attacks // Proceedings - 2021 14th International Conference on Security of Information and Networks, SIN 2021. 14. 2021.DOI: 10.1109/SIN54109.2021.9699368 // https://www.elibrary.ru/item.asp?id=48933030
13. Igor Kotenko., Igor Saenko, Oleg Lauta, Alexander Krivel. The method of early detection of cyber attacks based on integration of fractal analysis and statistical methods // First Mile. 2021. No. 6 (98). pp. 64-71. DOI: 10.22184/2070-8963.2021.98.6.64.70 // https://elibrary.ru/item.asp?id=46613709 (in Russian).
14. Sergei Adadurov, Igor Kotenko, Alexander Glukhov, Igor Saenko. Intelligent information security control system // Automation, communications, informatics. 2021. No. 12. pp. 14-18. DOI: 10.34649/AT.2021.12.12.004 // https://elibrary.ru/item.asp?id=47294953 (in Russian).
15. Igor Kotenko, Igor Saenko, Artem Makukha, Michael Biryukov. Options for creating data storages in a common information space taking into account information security // Informatization and Communications. 2021. No. 7. pp. 48-55. DOI: 10.34219/2078-8320-2021-12-7-48-55 // https://elibrary.ru/item.asp?id=47378758 (in Russian).
16. Igor Saenko, Oleg Lauta, Michael Karpov, Alexandr Krivel. Model of threats to information and telecommunication network resources as a key asset of critical infrastructure // Telecommunication. 2021. No. 1. pp. 36-44. DOI: 10.34832/ELSV.2021.14.1.004 // https://elibrary.ru/item.asp?id=44583360 (in Russian).
17. I.B. Saenko, A.Yu. Khalenev. Models for configuring virtual local computing networks in corporate information systems // Proceedings of TSNIIS. St. Petersburg branch. 2021. Vol. 2. No. 12. pp. 80-85. // https://elibrary.ru/item.asp?id=48051459 (in Russian).
18. I.B. Sayenko, M.H. Al-Barry. Detecting anomalous queries to databases based on machine learning methods // The works of TSNIIS. St. Petersburg branch. 2021. Vol. 2. No. 12. pp. 75-79. // https://elibrary.ru/item.asp?id=48051458 (in Russian).
19. I.B. Sayenko, I.N. Fabiyanovsky, A.M. Starkov, E.G. Balenko. A model for assessing the timeliness and completeness of the exchange of information resources in corporate systems with a distributed registry // Engineering Bulletin of the Don. 2021. No. 6 (78). pp. 57-70. https://elibrary.ru/item.asp?id=46387062 (in Russian).
20. F.A. Skorik, I.B. Saenko, S.A. Yasinsky. Combined neural network model for analysis of the state of computer network elements // Information and Cosmos. 2021. No. 3. pp. 56-59. // https://www.elibrary.ru/item.asp?id=47374003 (in Russian).
21. I.B. Sayenko, I.N. Fabiyanovsky, A.M. Starkov, E.G. Balenko. Methodology for ensuring the timeliness and completeness of the exchange of information resources in corporate networks with a distributed registry // Engineering Bulletin of the Don. 2021. No. 6 (78). pp. 88-99. // https://www.elibrary.ru/item.asp?id=46387065 (in Russian).
22. M.H. Al-Barry, I.B. Saenko. Investigation of the possibility of detecting abnormal database queries using neural networks // Methods and technical means of ensuring information security. 2021. No. 30. pp. 19-20. // https://www.elibrary.ru/item.asp?id=46183949 (in Russian).
23. I.B. Saenko, S.A. Yasinsky. Justification of the security risks of 5 g, networks caused by the use of foreign suppliers // Proceedings of TSNIIS. St. Petersburg branch. 2021. Vol. 1. No. 11. pp. 93-100. // https://www.elibrary.ru/item.asp?id=45816427 (in Russian).
24. D.V. Volkov, I.B. Saenko, R.Sh. Shakurov, A.V. Ulanov. On the issue of constructing an agent model of technical support for a special-purpose communication system // High-tech technologies in space research of the Earth. 2021. Vol. 13. No. 1. pp. 24-35. DOI: 10.36724/2409-5419-2021-13-1-24-35 // https://www.elibrary.ru/item.asp?id=44952892 (in Russian).
25. D. Mikhailov, Igor Saenko, E. Ugarova. Algorithm for the formation of access control schemes in virtual local area networks of automated control systems for special purposes // In the collection: Problems of technical support of troops in modern conditions. Proceedings of the VI Interuniversity Scientific and Practical Conference. Saint Petersburg, 2021. pp. 100-103. // https://www.elibrary.ru/item.asp?id=46480253 (in Russian).
26. Igor Saenko. Artificial intelligence: history and current state of research // In the collection: The use of artificial intelligence in information and telecommunication systems. collection of materials of the scientific and practical conference. Military Academy of Communications. Saint Petersburg, 2021. pp. 5-10. // https://www.elibrary.ru/item.asp?id=46341730 (in Russian).
27. M. Al-Barry, Igor Saenko. Identification of anomalies in the registration logs of database servers as an element of maintenance of data processing centers // In the collection: Problems of technical support of troops in modern conditions. Proceedings of the VI Interuniversity Scientific and Practical Conference. St. Petersburg, 2021. pp. 90-94. // https://www.elibrary.ru/item.asp?id=46480251 (in Russian).
28. Fadey Skorik, Igor Saenko, E. Ugarova. Application of combined neural networks for monitoring the state of a computer network // In the collection: Problems of technical support of troops in modern conditions. Proceedings of the VI Interuniversity Scientific and Practical Conference. Saint Petersburg, 2021. pp. 95-99. // https://www.elibrary.ru/item.asp?id=46480252 (in Russian).
29. Igor Saenko, Alexandra Khinenzon. Analysis of social media metadata to detect abnormal behavior // In the collection: Actual problems of infotelecommunications in science and education. collection of scientific articles: in 4 volumes. St. Petersburg State University of Telecommunications named after Prof. M.A. Bonch-Bruevich. Saint Petersburg, 2021. pp. 642-647. // https://elibrary.ru/item.asp?id=46275485 (in Russian).
30. Igor Saenko, Andrey Kiy, Andrey Renskov, Oleg Lapshin. Organizational and technological methodology of modernization of special software for the domestic hardware and software platform // In the collection: The state and prospects of development of modern science in the direction of "Automated control systems, information and telecommunication systems" . Collection of articles of the III All-Russian Scientific and Technical Conference. Anapa, 2021. pp. 82-88. // https://www.elibrary.ru/item.asp?id=46365163 (in Russian).
31. I.B. Paraschuk, I.V. Kotenko, I.B. Saenko. Management of information and security events based on fuzzy algorithms // Promising directions of development of domestic information technologies: materials of the VII interregional scientific and practical conference. Sevastopol. 2021. pp. 67-68 // https://elibrary.ru/item.asp?id=48803654 (in Russian).
32. Igor Kotenko, Igor Saenko, Igor Paraschuk. Analysis of the security of critical infrastructure resources in terms of their availability: indicators and criteria // XII St. Petersburg Interregional Conference "Information Security of Russian Regions" (IBRR-2021)1, pp. 87-88 http://www.spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf // https://www.elibrary.ru/item.asp?id=49265526 (in Russian).
33. I.V. Kotenko, I.B. Saenko, I.B. Paraschuk. Criteria for assessing the availability of information, telecommunications and other critical resources for the analysis of their security // Regional informatics and information security. Proceedings of the XII St. Petersburg Interregional Conference. Saint Petersburg, 2021. pp. 97-101. // https://elibrary.ru/item.asp?id=48126257 (in Russian).
34. M. H. Al-Barry, I.B. Saenko. An approach to detect harmful actions by users of data centers // In the collection: Information security of the regions of Russia (IBRR-2021). Materials of the XII St. Petersburg Interregional Conference. Saint Petersburg, 2021. pp. 117-118. // https://elibrary.ru/item.asp?id=49265256 (in Russian).
35. V.V. Nikolaev, I.B. Saenko, S.N. Bushuev. An approach to formation of the optimal plan for distribution of information resources in a common information space // In the collection: Promising directions for the development of domestic information technologies. Materials of the VII interregional scientific and practical conference. Scientific editor B.V. Sokolov. Sevastopol, 2021. pp. 69-70. // https://elibrary.ru/item.asp?id=48803655 (in Russian).
36. M.H. Al-Barry, I.B. Saenko I.B. An approach to detecting anomalous database query based on using machine learning methods // In the collection: Promising directions of development of domestic information technologies. Materials of the VII interregional scientific and practical conference. Scientific editor B.V. Sokolov. Sevastopol, 2021. pp. 71-72. // https://www.elibrary.ru/item.asp?id=48803658 (in Russian).
37. I.B. Saenko, A.M. Starkov, I.N. Fabiyanovsky. An approach to improving the efficiency and completeness of information exchange in a corporate information system based on Blockchain technology // In the collection: Innovative activity in the Armed Forces of the Russian Federation. proceedings of the All-Army scientific and practical conference. Saint Petersburg, 2021. pp. 116-119. // https://www.elibrary.ru/item.asp?id=47962912 (in Russian).

2020

1. Kotenko I., Saenko I., Levshun D. A model checking based approach for verification of attribute-based access control policies in cloud infrastructures // Advances in Intelligent Systems and Computing. 2020. Т. 1156. С. 165-175. DOI: 10.1007/978-3-030-50097-9_17 // https://elibrary.ru/item.asp?id=45438125 (Scopus)
2. Lidia Vitkova, Igor Saenko, Olga Tushkanova. An Approach to Creating an Intelligent System for Detecting and Countering Inappropriate Information on the Internet // Studies in Computational Intelligence 2020. Vol. 868 pp. 244-254. https://doi.org/10.1007/978-3-030-32258-8_29. ISSN 1860-949X. // https://elibrary.ru/item.asp?id=43219363
3. Igor Kotenko, Igor Saenko, Alexander Branitskiy. Machine Learning and Big Data Processing for Cybersecurity Data Analysis // Intelligent systems reference library 2020. Vol. 177. pp. 61-85. DOI: 10.1007/978-3-030-38788-4_4 // https://elibrary.ru/item.asp?id=43247607 (WoS, Scopus)
4. Igor Kotenko, Igor Saenko, Oleg Lauta, Aleksander Kribel. An Approach to Detecting Cyber Attacks against Smart Power Grids Based on the Analysis of Network Traffic Self-Similarity // 2020 Energies Vol. 13, № 19, P. 5031 DOI: 10.3390/en13195031 // https://elibrary.ru/item.asp?id=45234731 (WoS, Scopus)
5. Igor Kotenko, Lidiya Vitkova, Igor Saenko, Olga Tushkanova, Alexander Branitskiy. The intelligent system for detection and counteraction of malicious and inappropriate information on the Internet // AI Communications. 2020. Vol. 33 №. 1. pp. 13-25. DOI: 10.3233/AIC-200647 // https://elibrary.ru/item.asp?id=45174880 (WoS, Scopus)
6. Andrey Privalov, Vera Lukicheva, Igor Kotenko, Igor Saenko. Increasing the Sensitivity of the Method of Early Detection of Cyber-Attacks in Telecommunication Networks Based on Traffic Analysis by Extreme Filtering // Energies. 2020. vol. 13 № 11. pp. 2774. file:///C:/Users/Admin/Downloads/energies-13-02774.pdf. DOI: 10.3390/en13112774 // https://elibrary.ru/item.asp?id=43291532 (WoS, Scopus)
7. Vyacheslav Efimov, Igor Kotenko, Igor Saenko. Network application-layer protocol classification based on fuzzy data and neural network processing // International Journal of Computing 2020, Vol. 19, Issue 3 Р. 335 – 346 https://doi.org/10.47839/ijc.19.3.1877 (Scopus) https://www.computingonline.net/computing/article/view/1877/924 // https://elibrary.ru/item.asp?id=46763664
8. Aleksander Kribel; Igor Saenko; Igor Kotenko. Detection of Anomalies in the Traffic of Information and Telecommunication Networks Based on the Assessment of its Self-Similarity // Proceedings - 2020 International Russian Automation Conference (RusAutoCon-2020). Sochi, Russian Federation, September 6-12, 2020. pp. 713-718. DOI: 10.1109/RusAutoCon49822.2020.9208147. // https://www.elibrary.ru/item.asp?id=45197978
9. Igor Kotenko, Yury Sineshchuk, Igor Saenko. Optimizing Secure Information Interaction in Distributed Computing Systems by the Sequential Concessions Method // Proceedings - 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP) Vasteras, 11-13 March 2020. pp. 429-432. DOI: 10.1109/PDP50117.2020.00072 // https://elibrary.ru/item.asp?id=43305074 (Scopus (на английском)
10. Vladimir Avramenko, Igor Kotenko, A. Malikov, Igor Saenko. Combined neural network model for diagnosing computer incidents // CEUR Workshop Proceedings. Сер. "RAAI 2020 - Selected Contributions of the "Russian Advances in Artificial Intelligence" Track at RCAI 2020, co-located with 18th Russian Conference on Artificial Intelligence, RCAI 2020" 2020. С. 280-294. http://ceur-ws.org/Vol-2648/paper24.pdf // https://elibrary.ru/item.asp?id=45269276 (Scopus)
11. Igor Parashchuk, Elena Doynikova, Igor Saenko, Igor Kotenko. Selection of Countermeasures against Harmful Information based on the Assessment of Semantic Content of Information Objects in the Conditions of Uncertainty // INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings. 2020. С. 9194680. DOI: 10.1109/INISTA49547.2020.9194680 // https://elibrary.ru/item.asp?id=45285751
12. Andrei Privalov, Ekaterina Skudneva, Igor Kotenko, Igor Saenko. Graph-based evaluation of probability of disclosing the network structure by targeted attacks // Proceedings of IEEE/IFIP Network Operations and Management Symposium 2020, NOMS 2020 Budapest, 2020 April 20-24 P. 9110299 DOI: 10.1109/NOMS47738.2020.9110299 // https://elibrary.ru/item.asp?id=43306131 (Scopus)
13. Kotenko Igor, Saenko Igor, Skorik Fadey. Intelligent support for network administrator decisions based on combined neural networks // В сборнике: 13th International Conference on Security of Information and Networks, SIN 2020. Proceedings of the 13th International Conference on Security of Information and Networks. Virtual, Online, 2020. С. 3433602. DOI:10.1145/3433174.3433602 // https://elibrary.ru/item.asp?id=46750503 (WoS and Scopus).
14. L. A. Vitkova, I. B. Saenko, A. A. Chechulin, I. B. Paraschuk. The technology of Intelligent analytical processing of digital network objects for detection and counteraction of unappropriate information // The 1st International Conference on Computer Technology Innovations dedicated to the 100th anniversary of the Gorky House of Scientists of Russian Academy of Science (ICCTI — 2020). Saint Petersburg, Russia. April 13-14. 2020. P. 13-19. https://iccti.kp.center/wp-content/uploads/2020/12/ICCTI2020-OCP-press.pdf
15. I. B. Saenko, I. V. Kotenko I. V. Using a role-based approach and genetic optimization for VLAN design in large critical infrastructures // Automation of control processes. 2020. No. 2 (60). pp. 81-88. DOI: 10.35752/1991-2927-2020-2-60-81-88 // https://elibrary.ru/item.asp?id=43154233 (in Russian).
16. I. V. Kotenko, N. A. Komashinsky, I. B. Saenko, A.V. Bashmakov. Methods and tools of parallel event processing for creating new generation of security monitoring systems // Informatization and Communication. 2020. No. 5. pp. 107-118. DOI: 10.34219/2078-8320-2020-11-5-107-118 // https://elibrary.ru/item.asp?id=44544630 (in Russian).
17. I. V. Kotenko, I. V. Saenko, I. V. Lauta, A. M. Kribel. Analysis of the process of selfsimilarity of network traffic as an approach to detecting cyber attacks on computer networks // Telecommunications. 2020. No. 12. pp. 54-59. DOI: 10.34832/ELSV.2020.13.12.008 // https://elibrary.ru/item.asp?id=44368136 (in Russian).
18. L. A. Vitkova, I. B. Saenko Architecture of the system for detecting and countering unwanted information in social networks // Bulletin of the St. Petersburg State University of Technology and Design. Series 1: Natural and Technical Sciences. 2020. No. 3. Р. 33-39. DOI: 10.46418/2079-8199_2020_3_5 // https://www.elibrary.ru/item.asp?id=44180591 (in Russian).
19. I.B. Saenko, I.N. Fabiyanovsky, V.V. Nikolaev, S.A. Yasinsky. Building a model for functioning a distributed information system based on blockchain technology // Information and Space. 2020. No. 4. pp. 73-78. // https://elibrary.ru/item.asp?id=44446413 (in Russian).
20. I.B. Saenko, D.V. Volkov, S.A. Yasinsky. Simulation of corporate telecommunication networks based on agent approach // Information and Cosmos. 2020. No. 1. pp. 52-59. // https://elibrary.ru/item.asp?id=42491196 (in Russian).
21. I.B. Saenko, I.N. Fabiyanovsky, V.V. Nikolaev. Conceptual model of a distributed information system // Trudy TSNIIS. St. Petersburg branch. 2020. Vol. 2. No. 10. pp. 104-107.// https://www.elibrary.ru/item.asp?id=44547908 (in Russian).
22. I.B. Saenko, A.M. Starkov, A.E. Krizhik. technique of increasing the reliability of functioning of corporative computer networks on the basis of VLAN technology // Information and Space. 2020. No. 2. pp. 81-93. // https://www.elibrary.ru/item.asp?id=43834943 (in Russian).
23. I.B. Saenko, F.A. Skorik. Assessment of the state of computer network elements based on the use of a combined neural network // Proceedings of the Central Research Institute. St. Petersburg branch. 2020. Vol. 1. No. 9. pp. 31-37.// https://www.elibrary.ru/item.asp?id=43167373 (in Russian).
24. Dmitry Levshun, Sergey Ageev, Igor Saenko. Architecture of the verification system for information access control policies in cloud infrastructures // IX International Scientific, Technical and Scientific Methodological Conference "Actual Problems of Information Telecommunications in Science and Education" (APINO-2020). February 26-27, 2020. Collection of scientific articles. Vol. 1. SPb., 2020. P. 38-43. // https://elibrary.ru/item.asp?id=44603959 (in Russian).
25. Igor Saenko, Dmitry Levshun, Alexander Ivanov. Proposals for creating a system for verifying information access control policies in cloud infrastructures // IV Interregional Scientific-Practical Conference "Advanced National Information Systems and Technologies". September 22-26, 2020. Materials of the conference. P. 245-246. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://elibrary.ru/item.asp?id=45844832 (in Russian).
26. S. N. Bushuev, O. I. Pantyukhin, I. B. Paraschuk, I. B. Saenko. The tasks of analysis and synthesis of data access control systems in cloud infrastructures of critical information objects // IX International scientific-technical and scientific-methodological conference "Actual problems of infotelecommunications in science and education" (APINO-2020)". February 26-27, 2020. Collection of scientific articles. 2020. Vol. 1. P. 185-190. // https://www.elibrary.ru/item.asp?id=44603992 (in Russian).
27. E. V. Doynikova, O. S. Dudkina, I. B. Saenko. Decisions support to increase protection against information security incidents using MITRE ATT&CK database // IX International scientific-technical and scientific-methodological conference "Actual problems of infotelecommunications in science and education" (APINO-2020)". February 26-27, 2020. Collection of scientific articles. 2020. Vol. 1. P. 409-414. // https://elibrary.ru/item.asp?id=44604037 (in Russian).
28. P.M. Zalesova, I.B. Saenko. Neural networks for monitoring and countering unwanted information on the Internet / / IX International scientific-technical and scientific-methodological conference " Actual problems of infotelecommunications in science and education "(APINO-2020)". February 26-27, 2020. Collection of scientific articles. 2020. Volume 1. pp. 474-478. // https://elibrary.ru/item.asp?id=44604051 (in Russian).
29. S. N. Bushuev, I. B. Saenko. An approach to information access control in the emergency monitoring system // XVII St. Petersburg International Conference " Regional Informatics (RI-2020)". St. Petersburg, October 28-30, 2020, part 1.Р. 122-124. http://www.spoisu.ru/files/ri/ri2020/ri2020_materials_1.pdf // https://www.elibrary.ru/item.asp?id=49390749 (in Russian).
30. I. B. Saenko, A. Yu. Ivanov Features of implementation of the abac access control model in the territorial distributed telecommunication system // XVII St. Petersburg International Conference " Regional Informatics (RI-2020)". St. Petersburg, October 28-30, 2020, part 1., p. 173-175 http://www.spoisu.ru/files/ri/ri2020/ri2020_materials_1.pdf // https://www.elibrary.ru/item.asp?id=49390778 (in Russian).
31. I. B. Saenko, V. I. Komashinsky A perspective information access control system for th eLIBRARY ID: 46545257e urban public transport system // XVII St. Petersburg International Conference " Regional Informatics (RI-2020)". St. Petersburg, October 28-30, 2020, part 1., pp. 175-177 http://www.spoisu.ru/files/ri/ri2020/ri2020_materials_1.pdf // https://www.elibrary.ru/item.asp?id=49390777 (in Russian).
32. I. B. Paraschuk, I. B. Saenko, S. N. Bushuev. Functional relationships and content of the levels of the generalized architecture of a promising system for delimiting access to information in cloud infrastructures of critical information systems // XVII St. Petersburg International Conference " Regional Informatics (RI-2020)" St. Petersburg, October 28-30, 2020, part 1., p. 177-179 http://www.spoisu.ru/files/ri/ri2020/ri2020_materials_1.pdf // https://www.elibrary.ru/item.asp?id=49390776 (in Russian).
33. I.V. Kotenko, I.B. Paraschuk, I.B. Saenko. Detection and opposition of network attacks based on traffic analysis: basic research directions // Perspective directions of development of domestic information technologies: materials of the VI interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 187-188. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://www.elibrary.ru/item.asp?id=45844802 (in Russian).
34. I.B. Parashchuk, I.B. Saenko. Information access differentiation system in cloud infrastructures: components of generalized architecture // Perspective directions of development of domestic information technologies: materials of the VI interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 162-163. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://elibrary.ru/item.asp?id=45844790 (in Russian).
35. L.A. Vitkova, I.B. Saenko, E.V. Doynikova, A.P. Pronichev. Model for detecting and countering extremist activity on the Internet // Perspektivnye napravleniya razvitiya otechestvennykh informatsionnykh tekhnologii: materials of the VI interregional scientific and practical conference, Sevastopol, 22-26 Sep. 2020, pp. 71-72 http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://elibrary.ru/item.asp?id=45844754 (in Russian).
36. I.B. Saenko, A.Yu. Ivanov. Perspective system for access control for information in the cloud environment: features of application in critical infrastructures // Perspektivnye napravleniya razvitiya otechestvennykh informatsionnykh tekhnologii: materials of the VI interregional scientific-practical conference, Sevastopol, 22-26 Sep. 2020, pp. 189-190. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://www.elibrary.ru/item.asp?id=45844804 (in Russian).
37. I.B. Saenko, D.S. Shapovalov. Data processing model in databases of enterprise information systems on the basis of ASP-technology // Perspective directions of development of domestic information technologies: materials of the VI interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 241-242. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://www.elibrary.ru/item.asp?id=45844883 (in Russian).
38. I.B. Saenko, D.A. Kleverov, M.A. Kleverov. Approach to data storage in a perspective access control system for information in cloud infrastructure // Perspective directions of development of domestic information technologies: materials of the VI interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 243-244. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://www.elibrary.ru/item.asp?id=45844831 (in Russian).
39. I.B. Saenko, O.I. Pantyukhin. The architecture of a perspective access control system for information in cloud infrastructures // Perspective directions of development of domestic information technologies: materials of the VI interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 247-248. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://www.elibrary.ru/item.asp?id=45844833 (in Russian).
40. I. B. Saenko, O. S. Lauta, A.M. Kribel, I. V. Kotenko, I. V. Podguzov Research of the possibility of applying a fractal approach to detecting traffic anomalies and cyberattacks in computer networks // Materials of the 29th Scientific and Technical Conference "Methods and technical means of ensuring information security". September 28-30, 2020, Saint Petersburg. Polytechnical University publishing house. 2020. № 29,P. 54-55. // https://www.elibrary.ru/item.asp?id=44017268 (in Russian).
41. I.B. Paraschuk, I.B. Saenko, I.V. Kotenko. Theoretical and experimental analysis of the component of removing uncertainty evaluating and categorizing the semantic content of information objects // Materials of the conference " Information Technologies in Management "(ITU-2020). St. Petersburg: JSC "Concern "Central Research Institute"Electropribor". 2020. P. 243-246. // https://www.elibrary.ru/item.asp?id=44686231 (in Russian).
42. I. B. Paraschuk, I. B. Saenko. Assessment of the quality of the process of reconfiguring access control policies in cloud infrastructures of critical information systems // In the collection: Information technologies in management. conference materials. St. Petersburg, 2020. pp. 247-249. // https://elibrary.ru/item.asp?id=44686232 (in Russian).
43. A.Yu. Ivanov, D.A. Kleverov, M.A. Kleverov, I.B. Saenko. Organization of data storage in a promising system of access control to information of cloud infrastructure // In the collection: Current problems of infotelecommunications in science and education (APINO 2020). Collection of scientific articles of the IX International Scientific, technical and scientific-methodical Conference. In 4 volumes. St. Petersburg, 2020. pp. 356-360. // https://www.elibrary.ru/item.asp?id=44610402 (in Russian).
44. M.V. Dulkov, I.N. Fabiyanovsky, I.B. Saenko. Improving the speed of processing unstructured data in distributed information systems based on blockchain technology // In the collection: Current problems of infotelecommunications in science and education (APINO 2020). Collection of scientific articles of the IX International Scientific, technical and scientific-methodical Conference. In 4 t.. St. Petersburg, 2020. pp. 286-291.// https://www.elibrary.ru/item.asp?id=44610387 (in Russian).
45. R.V. Galiev, I.B. Saenko. Application of modern systems of electronic document circulation in order to increase the effectiveness of management of scientific and educational activities of universities of the russian federation // In the collection: Current problems of infotelecommunications in science and education (APINO 2020). Collection of scientific articles of the IX International Scientific, technical and scientific-methodical Conference. In 4 t.. St. Petersburg, 2020. pp. 208-210. // https://www.elibrary.ru/item.asp?id=44610370 (in Russian).
46. S.N. Bushuev, V.I. Komashinsky, O.I. Pantyukhin, I.B. Parashchuk, I.B. Saenko. Building a promising system for differentiating access to information in cloud infrastructures of critical information objects // In the collection: Actual problems of infotelecommunications in science and education (APINO 2020). Collection of scientific articles of the IX International Scientific, technical and scientific-methodical Conference. In 4 t.. St. Petersburg, 2020. pp. 122-127. // https://www.elibrary.ru/item.asp?id=44610325 (in Russian).
47. I.B. Sayenko, S.N. Bushuev. A promising system of information access differentiation in cloud infrastructures // In the collection: Science Today: Global challenges and mechanisms of development. Materials of the international scientific and practical conference. 2020. pp. 57-59.// https://www.elibrary.ru/item.asp?id=43047812 (in Russian).
48. I.N. Fabiyanovsky, M.V. Dulkov, I.B. Saenko. Application of a distributed registry system to improve operational accounting and control of the technical condition of elements of a distributed information system // In the collection: Problems of technical support of troops in modern conditions. Proceedings of the V Interuniversity scientific and practical conference. 2020. pp. 245-250.// https://www.elibrary.ru/item.asp?id=43766086 (in Russian).
49. I.B. Saenko, I.N. Fabiyanovsky. Evaluation of the implementation of possible options for the placement of information resources in a single information space based on selected performance indicators // In the book: Promising directions for the development of domestic information technologies. materials of the V interregional scientific and practical conference. Sevastopol State University; St. Petersburg Institute of Informatics and Automation of the Russian Academy of Sciences. Sevastopol, 2019. pp. 259-261. // https://www.elibrary.ru/item.asp?id=42944601 (in Russian).
50. A.Yu. Khalenev, I.B. Saenko, A.V. Kiy, M.K. Alekseeva. On the problem of updating information in a distributed data base of automated systems for special purposes // In the book: Promising directions for the development of domestic information technologies. materials of the V interregional scientific and practical conference. Sevastopol State University; St. Petersburg Institute of Informatics and Automation of the Russian Academy of Sciences. Sevastopol, 2019. pp. 264-266.// https://www.elibrary.ru/item.asp?id=42944603 (in Russian).

2019

1. Igor Kotenko, Igor Saenko, Sergey Ageev. Hierarchical fuzzy situational networks for online decision-making: Application to telecommunication systems // Knowledge Based Systems (KBSs). 2019. vol 185. Р. 104935. DOI: 10.1016/j.knosys.2019.104935 // https://doi.org/10.1016/j.knosys.2019.104935 // https://elibrary.ru/item.asp?id=41646866 (WoS, Scopus, SJR=1.46, Q1)
2. Andrey Privalov, Vera Lukicheva, Igor Kotenko, Igor Saenko. Method of early detection of cyber-attacks on telecommunication networks based on traffic analysis by extreme filtering // Energies, 2019, № 12(24), Р. 4768-4777;DOI: 10.3390/en12244768 // https://doi.org/10.3390/en12244768. 13 Dec 2019. 14 p. https://www.mdpi.com/1996-1073/12/24/4768 // https://elibrary.ru/item.asp?id=43229731(Q1, WoS, Scopus, SJR=0.61, Q1)
3. Igor Kotenko, Sergey Ageev, Igor Saenko. Applying fuzzy computing methods for on-line monitoring of new generation network elements // Advances in Intelligent Systems and Computing. 2019. Т. 874. С. 331-340. DOI: 10.1007/978-3-030-01818-4_33 // https://elibrary.ru/item.asp?id=38636559
4. Igor Kotenko, Pavel Budko, Alexey Vinogradenko, Igor Saenko. An Approach for Intelligent Evaluation of the State of Complex Autonomous Objects Based on the Wavelet Analysis // Frontiers in Artificial Intelligence and Applications. 2019. Т. 318. С. 25-38. DOI: 10.3233/FAIA190036 // https://elibrary.ru/item.asp?id=43252618
5. Igor Kotenko, Igor Saenko, Oleg Lauta. Modeling the Impact of Cyber Attacks // In book: Cyber Resilience of Systems and Networks (pp.135-169), January 2019. DOI:10.1007/978-3-319-77492-3_7, https://doi.org/10.1007/978-3-319-77492-3_7.
6. Igor Kotenko, Igor Saenko, Sergey Ageev. Applying Intelligent Agents for Anomaly Detection of Network Traffic in Internet of Things Networks // 2018 IEEE International Conference on Internet of Things and Intelligence System (IoTaIS 2018). Bali, Indonesia. 1-3 November, 2018. 2019. Р. 123-129. DOI: 10.1109/IOTAIS.2018.8600867 // https://elibrary.ru/item.asp?id=38639777 (WoS and Scopus)
7. Maxim Kolomeets, Andrey Chechulin, Igor Kotenko, Igor Saenko. Access Control Visualization Using Triangular Matrices // В сборнике: 2019 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP). 2019. С. 348-355. DOI: 10.1109/EMPDP.2019.8671578 // https://elibrary.ru/item.asp?id=38327114
8. Igor Kotenko, Igor Saenko I., Alexander Branitskiy. Improving the Performance of Manufacturing Technologies for Advanced Material Processing Using a Big Data and Machine Learning Framework // В сборнике: Materials Today: Proceedings. 2019. С. 380-385. DOI: 10.1016/j.matpr.2018.12.162 // https://elibrary.ru/item.asp?id=39000243
9. Igor Kotenko, Igor Saenko, Alexei Kushnerevich, Alexander Branitskiy. Attack detection in IoT critical infrastructures: a machine learning and big data processing approach // Proceedings - 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2019. 27. 2019. С. 340-347. DOI: 10.1109/EMPDP.2019.8671571 // https://elibrary.ru/item.asp?id=38662631
10. A. Branitskiy, A. Fedorchenko, I. Kotenko, I. Saenko. An Approach to Intelligent Distributed Scanning and Analytical Processing of the Internet Inappropriate Information // The 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS 2019). 18-21 September, 2019, Metz, France. pp. 146-151. DOI: 10.1109/IDAACS.2019.8924380 // https://elibrary.ru/item.asp?id=43221671 (WoS, Scopus).
11. I. Saenko, I. Kotenko. A Role-Base Approach and a Genetic Algorithm for VLAN Design in Large Critical Infrastructures // Proceedings of ACM Genetic and Evolutionary Computation Conference Companion (GECCO), Prague, Czech Republic, July 2019 (GECCO’19). pp. 1643-1650. DOI: 10.1145/3319619.3326853 // https://elibrary.ru/item.asp?id=41626641 (WoS, Scopus, SJR=0.17).
12. I. Kotenko, I. Saenko, Y. Sineshchuk, V. Kuvatov, O. Chudakov. Optimization of the cyber Security System Structure Based on Accounting of the Prevented Damage Cost // В сборнике: ACM International Conference Proceeding Series. Proceedings of the 12th International Conference on Security of Information and Networks, SIN 2019. 2019. С. 3357620. DOI: 10.1145/3357613.3357620 // https://elibrary.ru/item.asp?id=43230718 (WoS and Scopus).
13. I. Kotenko, I. Saenko, A. Branitskiy. Detection of Distributed Cyber Attacks Based on Weighted Ensembles of Classifiers and Big Data Processing Architecture // INFOCOM 2019 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2019. 2019. С. 9093774. DOI: 10.1109/INFOCOMWKSHPS47286.2019.9093774 // https://elibrary.ru/item.asp?id=45469616
14. Albert Malikov, Vladimir Avramenko, Igor Saenko. Model and method for diagnosing computer incidents in information and communication systems based on deep machine learning // Information and Control Systems. 2019, No. 6(103), pp. 32-42 DOI: 10.31799/1684-8853-2019-6-32-42 // https://elibrary.ru/item.asp?id=41653597 (in Russian).
15. Igor Kotenko, Igor Saenko, Vladimir Avramenko. Conceptual approach to ensuring information security of a system of distributed situational centers // Informatization and communication. 2019. no. 3. pp. 37-42. DOI:10.34219/2078-8320-2019-10-3-37-43. // https://elibrary.ru/item.asp?id=41472114 (in Russian).
16. Igor Saenko, M. Birukov, Sergey Yasinskiy. Technique of forming a common scheme of access control to heterogeneous information resources in cloud infrastructures / Information and space. 2019. no. 1. pp. 77-83. https://infokosmo.ru/file/article/16728.pdf // https://elibrary.ru/item.asp?id=37189186 (in Russian).
17. gor Saenko, D. Shapovalov, Sergey Yasinskiy. Comparative evaluation of options for implementing the ASP data processing model in corporate web applications // Information and space. 2019. № 2. pp. 72-77. // https://elibrary.ru/item.asp?id=38245719 (in Russian).
18. Alexander Branitskiy, Igor Saenko. The Technique of Multi-aspect Evaluation and Categorization of Malicious Information Objects on the Internet // Proceedings of Telecommunication Universities. 2019. Vol. 5. № 3. pp. 58-65. DOI:10.31854/1813-324X-2019-5-3-58-65 // https://elibrary.ru/item.asp?id=41122910 (in Russian).
19. Igor Saenko, Albert Malikov, Vladimir Avramenko, Sergey Yasinskiy. A neural network model for diagnosing computer incidents at critical information infrastructure facilities // Information and space. 2019. № 3. pp. 77-84.// https://elibrary.ru/item.asp?id=39791192 (in Russian).
20. Igor Kotenko, Dmitry Levshun, Igor Saenko. Verification of Access Control Policies based on Attributes in Cloud Infrastructures based on Model Checking // Systems of Control, Communication and Security, 2019. № 4. P. 421-436. DOI: 10.24411/2410-9916-2019-10417 // https://elibrary.ru/item.asp?id=41567826 (in Russian).
21. I.B. Saenko, S.A. Yasinsky, M.A. Biryukov. Methodology for forming a unified scheme for differentiating access to heterogeneous information resources in cloud infrastructures // Information and Space. 2019. No. 1. pp. 77-83. // https://elibrary.ru/item.asp?id=37189186 (in Russian).
22. I.B. Saenko, A.M. Starkov. The approach to modeling virtual local area networks in the corporate information systems // High-tech technologies in space research of the Earth. 2019. Vol. 11. No. 1. pp. 66-77. DOI: 10.24411/2409-5419-2018-10226 // https://elibrary.ru/item.asp?id=37149814 (in Russian).
23. I.B. Saenko, A.M. Starkov. Model for assessing the stability of the functioning of local area networks using VLAN technology // The works of TSNIIS. St. Petersburg branch. 2019. Vol. 1. No. 7. pp. 46-52. // https://elibrary.ru/item.asp?id=43167691 (in Russian).
24. I.B. Saenko, I.N. Fabiyanovskiy. An approach to the operational processing of unstructured data in distributed information systems based on block chain technology // Proceedings of TSNIIS. St. Petersburg branch. 2019. Vol. 2. No. 8. pp. 8-13. // https://elibrary.ru/item.asp?id=43167363 (in Russian).
25. I.B. Sayenko, D.S. Shapovalov, S.A. Yasinsky. Comparative evaluation of options for implementing the ASP data processing model in corporate web applications // Information and Cosmos. 2019. No. 2. pp. 72-77. https://elibrary.ru/item.asp?id=38245719 (in Russian).
26. Alexander Branitskiy, Nina Vanchakova, Elena Doynikova, Igor Kotenko, Natalia Krasilnikova, Igor Saenko, Artem Tishkov. Common approach to the determination of destructive information impacts and negative personal trends of young generation using the techniques based on neural networks for internet content processing // 8th International Conference on Advanced Infotelecommunications (ICAIT 2019). February 27-28, 2019. Conference proceedings. Russia, St. Petersburg. vol. 1. pp. 164-167 https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.1.pdf // https://elibrary.ru/item.asp?id=41383514 (in Russian).
27. Alexander Branitskiy, Lidia Vitkova, Igor Saenko, Andrey Chechulin, Elena Doynikova, Igor Kotenko, Artem Tishkov, Nina Vanchakova. Appying neural networks for predicting the results of the Ammon's test using the profile of social networks // XI St. Petersburg Interregional Conference «Information Security of Russian Regions (ISRR-2019)», October 23-25, 2019, Russia, St. Petersburg. 2019. pp.100-101. http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://www.elibrary.ru/item.asp?id=45839427 (in Russian).
28. Igor Saenko, Andrey Fedorchenko. Architecture of system of distributed intelligent scanners of network content for protection against unwanted information // 8th International Conference on Advanced Infotelecommunications (ICAIT 2019). February 27-28, 2019. Conference proceedings. Russia, St. Petersburg. Vol. 1. pp. 720-725. https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.1.pdf // https://elibrary.ru/item.asp?id=41383628 (in Russian).
29. Igor Parashchuk, Igor Saenko. The generalized algorithm of elimination of uncertainty of assessment and categorization of semantic filling of information objects for the benefit of detection and counteraction of undesirable information // VIII International scientific-technical and scientific-methodological Conference "Actual problems of infotelecommunications in science and education" (APINO 2019). St. Petersburg, February 27-28, 2019 (collection of scientific articles).Vol. 2 P. 486-491 https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.2.pdf //https://elibrary.ru/item.asp?id=42505074 (in Russian).
30. Dmitry Levshun, Oleg Pantjuhin, Igor Saenko. Assessment of the Quality of Access Control Policies in a Cloud Storage Based on the ABAC Access Control Model // VIII International scientific-technical and scientific-methodological Conference "Actual problems of infotelecommunications in science and education" (APINO 2019). St. Petersburg, February 27-28, 2019 (collection of scientific articles) Vol. 1. pp. 655–659. https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.1.pdf // https://elibrary.ru/item.asp?id=41383614 (in Russian).
31. Igor Parashchuk, Igor Kotenko, Igor Saenko. To the question of the formal description of the problem of adaptive observation, evaluation and prediction of signs of unwanted information to ensure the security of cyber-physical-social systems // The V interregional scientific and practical conference "Perspective directions of development of domestic information technologies". September 24-28, 2019, Russia, Sevastopol. pp. 269-271. // https://elibrary.ru/item.asp?id=42944605 (in Russian).
32. Igor Saenko, Aleksander Ivanov, Vladimir Komashinskiy. Models and algorithms for optimization of the access control policies in cloud infrastructures // The V interregional scientific and practical conference "Perspective directions of development of domestic information technologies". September 24-28, 2019, Russia, Sevastopol. pp. 314-316. // https://www.elibrary.ru/item.asp?id=42944624 (in Russian).
33. Igor Saenko, Vladimir Komashinskiy, Dmitry Levshun. Verification algorithms for access control policies based on the ABAC model // The V interregional scientific and practical conference "Perspective directions of development of domestic information technologies". September 24-28, 2019, Russia, Sevastopol. pp. 312-314 // https://elibrary.ru/item.asp?id=42944623 (in Russian).
34. Igor Saenko, Sergey Bushuev, Dmitry Levshun. Quality assessment models for access control policies in cloud infrastructures // The V interregional scientific and practical conference "Perspective directions of development of domestic information technologies". September 24-28, 2019, Russia, Sevastopol. pp. 316-318. // https://elibrary.ru/item.asp?id=42944625 (in Russian).
35. Alexander Branitskiy, Elena Doynikova, Veronika Kuzmina, Igor Saenko, Andrey Chechulin. Analysis of CVSS Metrics System in Order to Develop Attack Graph Algorithm // VIII International scientific-technical and scientific-methodological Conference "Actual problems of infotelecommunications in science and education" (APINO 2019). St. Petersburg, February 27-28, 2019 (collection of scientific articles) Vol. 1. pp. 167-172. https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.1.pdf // https://www.elibrary.ru/item.asp?id=41383515 (in Russian).
36. Alexander Branitskiy, Igor Saenko. Methods and models of multi-aspect evaluation and categorization of the semantic content of information objects // The V interregional scientific and practical conference "Perspective directions of development of domestic information technologies". September 24-28, 2019, Russia, Sevastopol. pp. 310-312. // https://elibrary.ru/item.asp?id=42944622 (in Russian).
37. Alexander Branitskiy, Igor Saenko. Methods of adaptation and retraining of the system of analysis of information objects in the internet network // XI St. Petersburg Interregional Conference «Information Security of Russian Regions (ISRR-2019)», October 23-25, 2019, Russia, St. Petersburg. 2019. pp. 102-103. http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://elibrary.ru/item.asp?id=45839662 (in Russian).
38. Dar'ya Baranova, Igor Saenko, and Evgeniy Smirnov. Monitoring of Information Activity in Social Networks // VIII International scientific-technical and scientific-methodological Conference "Actual problems of infotelecommunications in science and education" (APINO 2019). St. Petersburg, February 27-28, 2019 (collection of scientific articles) Vol. 1. pp. 103-107. https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.1.pdf // https://elibrary.ru/item.asp?id=41383502 (in Russian).
39. Igor Saenko, Alexander Ivanov, Vladimir Komashinsky, Oleg Pantyukhin. Method of attribute-based access control policy optimization for cloud storage // XI St. Petersburg Interregional Conference «Information Security of Russian Regions (ISRR-2019)», October 23-25, 2019, Russia, St. Petersburg. 2019. pp. 148-150. http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://www.elibrary.ru/item.asp?id=45842707 (in Russian).
40. Igor Saenko , Dmitry Levshun, Sergey Ageev, Vladimir Komashinsky. Model of ensuring consistency of the access control policies of cloud storage on the basis of the ABAC model // XI Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2019)". The proceedings of conference, 2019. pp. 150-152. http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://elibrary.ru/item.asp?id=45842706 (in Russian).
41. Olga Tushkanova, Igor Saenko. The Technique of ensuring timeliness of multiclass classification of inappropriate information on the Internet using parallel computing // XI St. Petersburg Interregional Conference «Information Security of Russian Regions», October 23-25, 2019, Russia, St. Petersburg. 2019. pp. 153-155. http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://elibrary.ru/item.asp?id=45842703 (in Russian).
42. Andrey Fedorchenko, Igor Saenko. Algorithms for the collection and pre-processing of network information objects based on the distributed intelligent scanners application // XI St. Petersburg Interregional Conference «Information Security of Russian Regions (ISRR-2019)», October 23-25, 2019, Russia, St. Petersburg. 2019. pp. 155-156. http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://elibrary.ru/item.asp?id=45842877 (in Russian).
43. Igor Saenko, Igor Parashchuk, Sergey Bushuev. Model and algorithm of detection of need of reconfiguring the access control policies in crucial cloudy infrastructures // XI St. Petersburg Interregional Conference «Information Security of Russian Regions (IBRR-2019)», October 23-25, 2019, Russia, St. Petersburg. 2019. C. 304-305. http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://elibrary.ru/item.asp?id=45842696 (in Russian).
44. Saenko I. B., Shapovalov D. S. Data processing model in databases of enterprise information systems on the basis of ASP-technology // Promising directions for the development of domestic information technologies: materials of the VI Interregional Scientific and Practical Conference, Sevastopol, September 24-28, 2019. (PNROIT 2019), pp. 257-259 // https://www.elibrary.ru/item.asp?id=42944600 (in Russian).
45. I. B. Sayenko, I.N. Fabiyanovsky. Assessment and the choice of options for locating information resources in a common information space // In the collection: Actual problems of infotelecommunications in science and education (APINO 2019). collection of scientific articles of the VIII International scientific-technical and scientific-methodical conference : in 4 t.. 2019. pp. 529-532. // https://elibrary.ru/item.asp?id=42505084 (in Russian).
46. I.B. Saenko, A.M. Starkov. Methodology of technological management of virtual local area networks in corporate information systems // In the collection: Technologies of the information society. Materials of the XIII International Industrial Scientific and Technical Conference. 2019. pp. 96-99. // https://elibrary.ru/item.asp?id=39228393 (in Russian).
47. I.B. Saenko, A.S. Kulikova. Assessment of nosql DBMS capabilities for building a personal database of documentary data // In the book: Promising directions for the development of domestic information technologies. materials of the V interregional scientific and practical conference. Sevastopol State University; St. Petersburg Institute of Informatics and Automation of the Russian Academy of Sciences. Sevastopol, 2019. pp. 262-263. // https://www.elibrary.ru/item.asp?id=42944602 (in Russian).
48. I.B. Saenko, A.M. Starkov. Technological management system for enterprise-level virtual local area networks // In the collection: Actual problems of infotelecommunications in science and education (APINO 2019). collection of scientific articles of the VIII International Scientific-technical and Scientific-methodological Conference : in 4 t.. 2019. pp. 715-720. // https://www.elibrary.ru/item.asp?id=41383627 (in Russian).
49. A.S. Kulikova, I.B. Saenko. The choice of document oriented dbms for storing personal data // In the collection: Actual problems of infotelecommunications in science and education (APINO 2019). collection of scientific articles of the VIII International Scientific, technical and scientific-methodical conference : in 4 t.. 2019. pp. 646-650. // https://www.elibrary.ru/item.asp?id=41383612 (in Russian).

2018

1. Igor Kotenko, Igor Saenko, Sergey Ageev. Hierarchical Fuzzy Situational Networks for Online Decision Support in Distributed Cyber-Physical Systems // Frontiers in Artificial Intelligence and Applications. 2018. Т. 303. С. 623-636. (Q4, Scopus) DOI: 10.3233/978-1-61499-900-3-623 // https://elibrary.ru/item.asp?id=38686359
2. Igor Kotenko, Igor Saenko, Oleg Lauta, Mikhail Kocinyak. Assessment of computer network resilience under impact of cyber attacks on the basis of stochastic networks conversion // Communications in Computer and Information Science. 2018. Т. 797. С. 107-117. DOI: 10.1007/978-981-10-7850-7_10 // https://elibrary.ru/item.asp?id=35514911
3. Igor Kotenko, Igor Saenko, Alexander Branitskiy. Framework for Mobile Internet of Things Security Monitoring based on Big Data Processing and Machine Learning // IEEE Access, 2018, Vol.6. P. 72714-72723 DOI: 10.1109/ACCESS.2018.2881998 // https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8539995 // https://elibrary.ru/item.asp?id=38631720 (Q1, WoS and Scopus)
4. Igor Saenko, Igor Kotenko. Genetic Algorithms for solving Problems of Access Control Design and Reconfiguration in Computer Networks // ACM Transactions on Internet Technology. 2018. Т. 18. № 3. С. 27. https://doi.org/10.1145/3093898 // https://elibrary.ru/item.asp?id=43288530 (Q2, WoS and Scopus).
5. Igor Kotenko, Igor Saenko, Sergey Ageev. Fuzzy Adaptive Routing in Multi-Service Computer Networks under Cyber Attack Implementation // Advances in Intelligent Systems and Computing. 2018. Т. 679. С. 215-225. DOI: 10.1007/978-3-319-68321-8_22 // https://elibrary.ru/item.asp?id=31083207
6. Igor Kotenko, Igor Saenko. Evolutionary Algorithms for Design of Virtual Private Networks // Studies in Computational Intelligence. 2018. Т. 798. С. 287-297. DOI: 10.1007/978-3-319-99626-4_25 // https://www.elibrary.ru/item.asp?id=35751038
7. Igor Kotenko, Igor Saenko, Alexander Branitskiy. Applying Big Data Processing and Machine Learning Methods for Mobile Internet of Things Security Monitoring // Journal of Internet Services and Information Security. 2018. Т. 8. № 3. С. 54-63. // https://elibrary.ru/item.asp?id=41290334
8. Igor Kotenko, Andrey Fedorchenko, Igor Saenko, Alexey Kushnerevich. Parallelization of security event correlation based on accounting of event type links // Proceedings of the 26th Euromicro International Conference on Parallel, Distributed and network-based Processing (PDP 2018). Cambridge, UK, March 21-23, 2018. Los Alamitos, California. IEEE Computer Society. 2018. P.462-469. DOI: 10.1109/PDP2018.2018.00080 // https://elibrary.ru/item.asp?id=35751811 (WoS and Scopus).
9. Igor Saenko, Igor Kotenko. Genetic Algorithms for Role Mining in Critical Infrastructure Data Spaces // В сборнике: GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion. 2018. С. 1688-1695. // https://elibrary.ru/item.asp?id=35723654 (WoS and Scopus).
10. Igor Kotenko, Igor Saenko, Oleg Lauta. Analytical modeling and assessment of cyber resilience on the base of stochastic networks conversion (invited paper) // В сборнике: Proceedings of 2018 10th International Workshop on Resilient Networks Design and Modeling, RNDM 2018. 10. 2018. С. 8489830. DOI: 10.1109/RNDM.2018.8489830 // https://elibrary.ru/item.asp?id=38638411
11. Igor Kotenko, Igor Saenko, Andrey Chechulin, Vasily Desnitsky, Lidia Vitkova, Anton Pronoza. Monitoring and counteraction to malicious influences in the information space of social networks // В сборнике: 10th International Conference on Social Informatics (SocInfo). 2018. С. 159-167. DOI: 10.1007/978-3-030-01159-8_15 // https://elibrary.ru/item.asp?id=35677138
12. Igor Kotenko, Sergey Ageev, Igor Saenko. Implementation of Intelligent Agents for Network Traffic and Security Risk Analysis in Cyber-Physical Systems // В сборнике: ACM International Conference Proceeding Series. Proceedings - SIN 2018: 11th International Conference on Security of Information and Networks. 2018. С. a22. DOI: 10.1145/3264437.3264487 // https://elibrary.ru/item.asp?id=38638961 (Scopus, WoS)
13. Georgy Bezruk, Martynova Lubov’, Igor Saenko. Dynamic Method of Searching Anthropogenic Objects in Seabed with Use of Autonomous Underwater Vehicles // SPIIRAS Proceedings, 2018" 3(58) P. 203-226 DOI: 10.15622/sp.58.9 // https://elibrary.ru/item.asp?id=35630309 (in Russian).
14. Igor Kotenko, Igor Saenko, Alexey Kushnerevich. Architecture of the Parallel Big Data Processing System for Security Monitoring of Internet of Things Networks // SPIIRAS Proceedings. 2018 № 4(59). P.5-30, DOI 10.15622/sp.59.1 // https://elibrary.ru/item.asp?id=35358989 (Scopus) (in Russian).
15. Sergety Ageev, Igor Saenko, Igor Kotenko. Method and Algorithms of Anomaly Detection in Multiservice Network Traffic based on Fuzzy Logical Inference // Information and Control Systems.2018. No.3(94). P.61-68. https://doi.org/10.15217/issn1684-8853.2018.3.61 // https://elibrary.ru/item.asp?id=35097885 (in Russian).
16. Igor Saenko, Alexey Kushnerevich, Alexander Branitskiy. An approach to detecting attacks on Internet of things devices based on distributed data processing and the use of machine learning algorithms // Methods and technical means of ensuring information security. 2018. No. 27. pp. 29-30. // https://elibrary.ru/item.asp?id=36546903 (in Russian).
17. Igor Saenko, Andrey Chechulin, Lidia Vitkova. The intelligent systems concept of analytical processing of digital network content in order to detect unwanted information // Methods and technical means of ensuring information security. 2018. No. 27. pp. 6-7. // https://elibrary.ru/item.asp?id=36546890 (in Russian).
18. Igor Parashchuk, Igor Saenko, Oleg Pantiuhin. Trusted systems for delimiting access to information in cloud infrastructures // High-tech technologies in space exploration of the Earth. 2018. Vol. 10. No. 6. pp. 68-75. DOI: 10.24411/2409-5419-2018-10188 // https://elibrary.ru/item.asp?id=36776105 (in Russian).
19. D.V. Volkov, I.B. Saenko, A.M. Starkov. Technique of technological management of virtual local area networks of special purposes // Proceedings of Tula State University. Technical sciences. 2018. Issue 12. pp. 423-435. // https://elibrary.ru/item.asp?id=36739167 (in Russian).
20. D.V. Volkov, I.B. Saenko, A.M. Starkov, A.T. Sultanbekov. Evaluation of the stability of the data network under destructive influence // Proceedings of Tula State University. Technical sciences. 2018. No. 12. pp. 358-363. https://cyberleninka.ru/article/n/otsenka-ustoychivosti-seti-peredachi-dannyh-v-usloviyah-destruktivnyh-vozdeystviy/viewer // https://elibrary.ru/item.asp?id=36739156 (in Russian).
21. D.V. Volkov, I.B. Saenko, A.M. Starkov. Methodology for assessing the bandwidth of a special-purpose communication network under destructive effects on network elements // Proceedings of Tula State University. Technical sciences. 2018. Issue 12. pp.391-396. // https://elibrary.ru/item.asp?id=36739161 (in Russian).
22. I.B. Saenko, M.A. Biryukov, S.A. Yasinsky, A.N. Gryazev. Implementation of security criteria in the construction of a unified system of access differentiation to information resources in cloud infrastructures //Information and Space. 2018. No. 1. pp. 81-85. // https://elibrary.ru/item.asp?id=34859229 (in Russian).
23. R.I. Zakharchenko, I.D. Korolev, I.B. Saenko. Synergistic approach to the management of sustainable functioning of the special purpose automatic systems // Control, communication and security systems. 2018. No. 4. pp. 207-225. // https://elibrary.ru/item.asp?id=36547745 (in Russian).
24. I.B. Sayenko, R.I. Zakharchenko, S.A. Yasinsky, A.N. Gryazev. Models of functioning of critical information infrastructure in conditions of cybernetic confrontation // Information and Space. 2018. No. 2. pp. 46-51. // https://elibrary.ru/item.asp?id=35268436 (in Russian).
25. D.V. Volkov, I.B. Saenko. Approach to justification criterion of efficiency of functioning of data networks // Trudy TSNIIS. St. Petersburg branch. 2018. Vol. 2. No. 6. pp. 68-71. // https://elibrary.ru/item.asp?id=43160140 (in Russian).
26. I.B. Saenko, A.V. Neizhmak, S.A. Yasinsky, A.N. Zyuzin. Model and algorithm of functioning of the system for increasing the reliability of information in data transmission networks using control packets // Information and Cosmos. 2018. No. 3. pp. 21-25. // https://elibrary.ru/item.asp?id=35785157 (in Russian).
27. F.A. Skorik, I.B. Saenko. The method of continuous training of an artificial neural network in the task of predicting the state of a distributed military information system // Communication equipment. 2018. No. 1 (141). pp. 242-244. // https://www.elibrary.ru/item.asp?id=48623460 (in Russian).
28. I.B. Saenko, A.M. Starkov. Model of technological management of virtual local computing networks in corporate information systems // Proceedings of the Central Research Institute. St. Petersburg branch. 2018. Vol. 2. No. 6. pp. 72-84.// https://www.elibrary.ru/item.asp?id=43160141 (in Russian).
29. D.S. Shapovalov, I.B. Saenko. Data processing model in corporate information system based on "active server pages technology" // Proceedings of the Central Research Institute. St. Petersburg branch. 2018. Vol. 2. No. 6. pp. 85-91.// https://www.elibrary.ru/item.asp?id=43160142 (in Russian).
30. Igoe Kotenko, Igor Saenko. Common architecture of the intelligent system for analytical processing of digital network content with the purpose of detecting from undesirable information // Proceedings of the conference "Information technologies in management" (ITU-2018). St. Petersburg. October 2-4, 2018. SPb.: Concern Central Research Institute Electropribor JSC, 2018, P. 482-487. // https://elibrary.ru/item.asp?id=37029002 (in Russian).
31. Igor Saenko, Vladimir Komashinskiy. The system of indices and criteria for evaluation of quality of access control policies in cloudy infrastructures of crucial information systems // Proceedings of the conference "Information technologies in management" (ITU-2018). St. Petersburg. October 2-4, 2018. SPb.: Concern Central Research Institute Electropribor JSC, 2018, P. 451-456 // https://www.elibrary.ru/item.asp?id=37028996 (in Russian).
32. Igor Saenko, Artem Starkov. An approach to developing methodological foundations of technological management of virtual computer networks in corporate information systems // Proceedings of the conference "Information technologies in management" (ITU-2018). St. Petersburg. October 2-4, 2018. SPb.: Concern Central Research Institute Electropribor JSC, 2018, P. 461-468 // https://elibrary.ru/item.asp?id=37028999 (in Russian).
33. Sergey Ageev, Igor Saenko. Operational management of routing in multiservice communication networks taking into account support of information and network security in case of incompleteness of controlled information // Proceedings of the conference "Information technologies in management" (ITU-2018). St. Petersburg. October 2-4, 2018. SPb.: Concern Central Research Institute Electropribor JSC, 2018. P 474-481.// https://www.elibrary.ru/item.asp?id=37029001 (in Russian).
34. Alexei Kushnerevich, Igor Saenko, Andrey Fedorchenko. Requirements for network informational objects gathering and processing systems based on application of distributed intelligent scanners // XVI Anniversary Saint-Petersburg International Conference "Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 155-156. // https://elibrary.ru/item.asp?id=41290700 (in Russian).
35. Igor Parashchuk, Igor Kotenko, Igor Saenko, Andrey Chechulin. Key architectural decisions on creation of intelligent system of analytical processing of digital network content for the benefit of protection against inappropriate information // XVI Anniversary Saint-Petersburg International Conference "Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 151-152. http://www.spoisu.ru/files/ri/ri2018/ri2018_materials.pdf // https://elibrary.ru/item.asp?id=36349218 (in Russian).
36. Sergey Bushuev, Igor Saenko. About the task statement for supporting the required access control in cloud infrastructure of the crucial information system // XVI Anniversary Saint-Petersburg International Conference "Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 123-125. http://www.spoisu.ru/files/ri/ri2018/ri2018_materials.pdf // https://www.elibrary.ru/item.asp?id=41281731 (in Russian).
37. Alexander Ivanov, Igor Saenko.The analysis of opportunities of perspective information access control models in cloud infrastructures // XVI Anniversary Saint-Petersburg International Conference "Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 139-141. http://www.spoisu.ru/files/ri/ri2018/ri2018_materials.pdf // https://www.elibrary.ru/item.asp?id=41285580 (in Russian).
38. Igor Kotenko, Igor Saenko, Andrey Chechulin. Conceptual model of functioning of intelligent system of analytical processing of digital network content for the benefit of detection and counteraction of inappropriate, dubious and harmful information // XVI Anniversary Saint-Petersburg International Conference "Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 153-154. http://www.spoisu.ru/files/ri/ri2018/ri2018_materials.pdf // https://elibrary.ru/item.asp?id=41285896 (in Russian).
39. Oleg Pantiukhin, Sergey Ageev, Igor Saenko. Conceptual model of information access control in cloud infrastructures of crucial information systems // XVI Anniversary Saint-Petersburg International Conference "Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 161-162. http://www.spoisu.ru/files/ri/ri2018/ri2018_materials.pdf // https://www.elibrary.ru/item.asp?id=36800442 (in Russian).
40. Igor Parashchuk, Igor Saenko, Oleg Pantiuhin. Analysis of the state of research on the modeling of access control to information in cloud infrastructures of critical information systems // Actual problems of informational communication in science and education (АPINO 2018). VII Internation technical science and methodical science conference. Compilation of papers. In 4 volumes. Edited by S.V. Bachevskiy. 2018. Volume 1. P. 604-609 https://www.sut.ru/doci/nauka/7apino/Sb_APINO%202018_Т_1.pdf // https://elibrary.ru/item.asp?id=35231647 (in Russian).
41. Igor Parashchuk, Igor Kotenko, Igor Saenko. Parameters of IT-infrastructure of the cyberphysical system in interest of security information and event management: the basic directions of selection // Promising directions of development of domestic information technologies: materials of the IV interregional scientific and practical conference. Sevastopol, September 18-22, 2018 P. 233-234 // https://www.elibrary.ru/item.asp?id=36570170 (in Russian).
42. Igor Saenko, Sergei Bushuev, Alexander Ivanov. Possibilities of application of flexible access control models for increasing cloudy information infrastructure security // Perspective directions of development of domestic information technologies: materials of the IV interregional scientific and practical conference. Sevastopol, September 18-22, 2018 P. 257-258 https://www.elibrary.ru/download/elibrary_36570212_71058938.pdf // https://www.elibrary.ru/item.asp?id=36570212 (in Russian).
43. Igor Saenko, Artem Starkov. An approach to creating criteria of technological control for the virtual computer network of corporate type // Perspective directions of development of domestic information technologies: materials of the IV interregional scientific and practical conference. Sevastopol, September 18-22, 2018 P. 259-260. https://www.elibrary.ru/download/elibrary_36570217_36099069.pdf // https://elibrary.ru/item.asp?id=36570217 (in Russian).
44. Sergey Ageev, Igor Saenko, Denis Fedoseev. Intelligent techniques for online decision support in multiservice network management // Perspective directions of development of domestic information technologies: materials of the IV interregional scientific and practical conference. Sevastopol, September 18-22, 2018 P. 199-200. https://elibrary.ru/download/elibrary_36570117_65499856.pdf // https://www.elibrary.ru/item.asp?id=36570117 (in Russian).
45. O.I. Pantyukhin, I.B. Paraschuk, I.B. Saenko. Analysis of the state of research on modeling the differentiation of access to information in cloud infrastructures of critical information systems // In the collection: Current problems of infotelecommunications in science and education (APINO 2018). VII International Scientific-technical and scientific-methodical Conference. Collection of scientific articles. In 4 volumes. Edited by S.V. Bachevsky. 2018., volume 2, pp. 524-529. https://www.sut.ru/doci/nauka/7apino/APINO%202018-T2.pdf // https://www.elibrary.ru/item.asp?id=35428586 (in Russian).
46. D.S. Shapovalov, I.B. Saenko. Analyzis of the "active server pages" technology use for the development of interactive web applications // In the collection: Regional informatics "RI-2018". conference materials. St. Petersburg, 2018. pp. 110-111. // https://www.elibrary.ru/item.asp?id=41288544 (in Russian).

2017

1. Igor Saenko, Sergey Ageev and Igor Kotenko. Detection of traffic anomalies in multi-service networks based on a fuzzy logical inference // Studies in Computational Intelligence. 2017. Т. 678. С. 79-88. DOI: 10.1007/978-3-319-48829-5_8 // https://elibrary.ru/item.asp?id=28239199
2. Igor Saenko and Igor Kotenko. Reconfiguration of RBAC schemes by genetic algorithms // Studies in Computational Intelligence. 2017. Т. 678. С. 89-98. DOI: 10.1007/978-3-319-48829-5_9 // https://elibrary.ru/item.asp?id=28220320
3. Igor Kotenko, Igor Saenko and Andrey Chechulin. Protection against information in eSociety: using Data Mining methods to counteract unwanted and malicious data // Communications in Computer and Information Science. 2017. Т. 745. С. 170-184. DOI: 10.1007/978-3-319-69784-0_15 // https://elibrary.ru/item.asp?id=31040301 (WoS and Scopus)
4. Igor Kotenko, Igor Saenko, Alexey Kushnerevich. Parallel big data processing system for security monitoring in Internet of Things networks // Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA), Vol.8, No.4 Р. 60-74 (December 2017). DOI: 10.22667/JOWUA.2017.12.31.060 // https://elibrary.ru/item.asp?id=35536738
5. Igor Saenko, Igor Kotenko, and Alexey Kushnerevich. Parallel processing of big heterogeneous data for security monitoring of iot networks // В сборнике: Proceedings - 2017 25th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2017. 25. 2017. С. 329-336. DOI: 10.1109/PDP.2017.45 // https://elibrary.ru/item.asp?id=31036173
6. Igor Saenko, Igor Kotenko. Administrating Role-Based Access Control by Genetic Algorithms // GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion. 2017. С. 1463-1470. DOI: 10.1145/3067695.3082509 // https://elibrary.ru/item.asp?id=31080315
7. Igor Kotenko, Igor Saenko, Sergey Ageev. Monitoring the State of Elements of Multi-service Communication Networks on the Basis of Fuzzy Logical Inference // The Sixth International Conference on Communications, Computation, Networks and Technologies (INNOV 2017). October 8 - 12, 2017. Athens, Greece. IARIA, 2017. P.26-32. ISBN: 978-1-61208-596-8. https://www.researchgate.net/publication/322244745_
8. Igor Kotenko, Igor Saenko, Mikhail Kotsynyak, Oleg Lauta. Assessment of cyber-resilience of computer networks based on simulation of cyber attacks by the stochastic networks conversion method // SPIIRAS Proceedings. No. 6 (55), 2017. P. 160-184. DOI: 10.15622/sp.55.7 // https://elibrary.ru/item.asp?id=30685505 (in Russian).
9. Igor Kotenko, Andrey Fedorchenko, Igor Saenko, and Alexei Kushnerevich. Big data technologies for security event correlation based on event type accounting // Cybersecurity issues. 2017. No. 5(24), Р. 2-16 DOI: 10.21681/2311-3456-2017-5-2-16 // https://elibrary.ru/item.asp?id=32360573 (in Russian).
10. Igor Kotenko, Igor Saenko. SIEM-systems for monitoring and managing incidents. Transport safety and technology. 2017. № 04(51) P. 96-97 (in Russian).
11. I.B. Saenko, M.A. Biryukov, V.V. Efimov, S.A. Yasinsky. Model of administration of access control schemes in cloud infrastructures // Information and Space. 2017. No. 1. pp. 121-126. // https://elibrary.ru/item.asp?id=28875030 (in Russian).
12. A.N. Gryazev, S.A. Yasinsky, I.B. Saenko, A.V. Manaskin. Application of ontological data models in the interests of decision support for communication management // Information and Space. 2017. No. 3. pp. 77-84. // https://elibrary.ru/item.asp?id=30016811 (in Russian).
13. A.N. Gryazev, A.V. Kiy, I.B. Saenko, S.A. Yasinsky. On user profile referencing for access distinction in automatized special purpose systems // The works of TSNIIS. St. Petersburg Branch. 2017. Vol. 1. No. 4. pp. 12-23. // https://elibrary.ru/item.asp?id=36426069 (in Russian).
14. A.V. Kiy, I.B. Saenko, I.V. Usachev. Access control tool based on information profiles as a component of the intellectual system of information security // Information Systems and Technologies. 2017. No. 4 (102). pp. 94-103. // https://www.elibrary.ru/item.asp?id=29436846 (in Russian).
15. Vasily Desnitsky Desnitsky V.A., Kotenko I.V., Lauta O.S., Sayenko I.B. An approach to the cyber-resilience assessment on the basis of topological conversion of stochastic networks // VI International Conference on Advanced Info-Telecommunication (ICAIT 2017). 01-02 March 2017. Conference proceedings. St. Petersburg., 2017. Vol. 2. P.250-255.https://www.sut.ru/doci/nauka/6apino/apino2017-2.pdf // https://www.elibrary.ru/item.asp?id=32578164 (in Russian).
16. I.B. Saenko, A.G. Kushnerevich, I.V. Kotenko, A.A. Chechulin. An approach to creation of program system of the distributed parallel processing of data bulks about security events on the computer network // VI International Conference on Advanced Info-Telecommunication (ICAIT 2017). March 1-2, 2017. Conference proceedings. Saint-Petersburg, 2017. Vol. 3 pp. 286-291 https://www.sut.ru/doci/nauka/6apino/apino2017-3.pdf // https://elibrary.ru/item.asp?id=32650689 (in Russian).
17. Ageev S.A., Sayenko I.B. Assessment of network computer security risks on basis of the fuzzy logical inference // X St. Petersburg Interregional Conference "Information Security of the regions of Russia" (IBRR-2017). November 1-3, 2017.Proceedings. Issue 4. St. Petersburg: SPOISU P. 28-30 http://www.spoisu.ru/files/riib/riib_4_2017.pdf // https://elibrary.ru/item.asp?id=35276099 (in Russian).
18. Igor Saenko. Assessment Analysis of the Problem of Information Resources Access Control in Cloudy Infrastructures // X St. Petersburg Interregional Conference "Information Security of the regions of Russia" (IBRR-2017). November 1-3, 2017.Proceedings. Issue 4. St. Petersburg: SPOISU P. 159-160 http://www.spoisu.ru/files/riib/riib_4_2017.pdf // https://www.elibrary.ru/item.asp?id=35276169 (in Russian).
19. Andrey Fedorchenko, Alexei Kushnerevich, Igor Saenko, and Igor Kotenko. An approach for processing big data for security monitoring the distributed situational centers // The All-Russian Forum "The System of Distributed Situation Centers as the Basis for Digital Transformation of Public Administration" (SDSC-2017). 2017. Р. 201-202 (in Russian).
20. Igor Saenko, O. Loktionov. Ensuring the Security of Information Interaction of Situational Centers in Software-configurable Networks. The All-Russian Forum "The System of Distributed Situation Centers as the Basis for Digital Transformation of Public Administration" (SDSC-2017). 2017. Р. 194-196 (in Russian).
21. Igor Kotenko, Igor Parashchuk, Igor Saenko. Information security of cyberphysical systems: the basic directions of research // Perspective directions of development of native information technologies: materials of the III Interregional scientific-practical conference "Perspective directions of development of native information technologies". Sevastopol, September 19-23, 2017 P. 63-65. // https://elibrary.ru/item.asp?id=34962124 (in Russian).
22. V.V. Baranov, M.A. Biryukov, S.A. Kravchenko, A.S. Maksimov, I.B. Saenko. Simulation model for the analysis of information security risks in the design of role-based schemes for the differentiation of access to databases // In the collection: Actual problems of information security. proceedings of the Interuniversity Scientific and Practical Conference. 2017. pp. 26-31. // https://elibrary.ru/item.asp?id=29725543 (in Russian).
23. M.A. Biryukov, A.A. Brunilin, I.B. Saenko. The method of formation of uniform semantic model for data domains of the heterogeneous tasks' complex // In the collection: Actual problems of infotelecommunications in science and education. collection of scientific articles: in 4 volumes. Edited by S.V. Bachevsky. 2017. pp. 83-88. // https://elibrary.ru/item.asp?id=32650640 (in Russian).
24. M.A. Biryukov, A.A. Brunilin, I.B. Saenko. A simulation approach to modeling the access control system for common information space // In the collection: Actual problems of infotelecommunications in science and education. collection of scientific articles: in 4 volumes. Edited by S.V. Bachevsky. 2017. pp. 78-83. // https://elibrary.ru/item.asp?id=32650639 (in Russian).
25. A.M. Starkov, I.B. Saenko. On the problem of managing virtual local area networks in corporate information systems // In the collection: Regional Informatics and information security. 2017. pp. 166-167. // https://elibrary.ru/item.asp?id=35276173 (in Russian).
26. M.A. Biryukov, O.P. Zibrov, I.B. Saenko. A way to implement a mandatory access control model based on a role model // In the collection: Regional Informatics and information security. 2017. pp. 48-50. // https://elibrary.ru/item.asp?id=35276111 (in Russian).
27. I.B. Saenko, A.V. Kiy, S.A. Yasinsky, K.V. Lyzhinkin. Access control to the resources of departmental information systems based on user information profiles // Information and Cosmos. 2017. No. 4. pp. 119-125. // https://elibrary.ru/item.asp?id=32261228 (in Russian).
28. I.A. Teplov, A.V. Makhnach, I.B. Saenko. An approach to building a simulation model of the functioning of the information security system of a robotic complex // In the collection: Regional informatics and information security. 2017. pp. 171-172. // https://www.elibrary.ru/item.asp?id=35276176 (in Russian).

2016

1. Igor Saenko, Fadey Skorik, Igor Kotenko. Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States // Lecture Notes in Computer Science. 2016. Т. 9719. С. 521-530. DOI: 10.1007/978-3-319-40663-3_60 // https://elibrary.ru/item.asp?id=27076462 (WoS and Scopus)
2. Igor Kotenko, Igor Saenko. An Approach to Aggregation of Security Events in Internet-of-Things Networks Based on Genetic Optimization // В сборнике: Proceedings - 13th IEEE International Conference on Ubiquitous Intelligence and Computing, 13th IEEE International Conference on Advanced and Trusted Computing, 16th IEEE International Conference on Scalable Computing and Communications, IEEE International Conference on Cloud and Big Data Computing, IEEE International Conference on Internet of People and IEEE Smart World Congress and Workshops, UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld 2016. 13. 2016. С. 657-664. DOI: 10.1109/UIC-ATC-ScalCom-CBDCom-IoP-SmartWorld.2016.0109 // https://elibrary.ru/item.asp?id=29483970
3. Igor Saenko and Igor Kotenko. Using Genetic Algorithms for Design and Reconfiguration of RBAC Schemes //В сборнике: ACM International Conference Proceeding Series. 1. Сер. "PrAISe 2016 - 1st International Workshop on Artificial Intelligence for Privacy and Security, Held at EUMAS 2016" 2016. С. 2970033. DOI: 10.1145/2970030.2970033 // https://elibrary.ru/item.asp?id=27570214
4. Igor Saenko, Oleg Lauta, Igor Kotenko. Analytical modeling of mobile banking attacks based on a stochastic network conversion technique // The 2016 International Symposium on Mobile Internet Security (MobiSec’16). Taichung, Taiwan. July 14-15, 2016. 10 p. https://www.researchgate.net/publication/312021348_Analytical_modeling_of_mobile_banking_attacks_based_on_a_stochastic_network_conversion_technique
5. Igor Saenko, Fadey Skorik and Igor Kotenko. Monitoring and forecasting computer network state based on the use of hybrid neural networks // Journal of Instrument Engineering. Vol.59, № 10, 2016. P.795-800. DOI: 10.17586/0021-3454-2016-59-10-795-800 // https://elibrary.ru/item.asp?id=27170901 (in Russian).
6. Igor Saenko, Oleg Lauta and Igor Kotenko. Application of stochastic networks conversion technique for simulation of mobile banking attacks // Journal of Instrument Engineering. 2016. Vol.59, № 11, P.928-933. (RISC, Scopus) DOI: 10.17586/0021-3454-2016-59-11-928-933 // https://elibrary.ru/item.asp?id=27371874 (in Russian).
7. Andrey Kiy, Igor Saenko, and Sergey Bushuyev. Approach to access control of information resources based on the user application analysis //Technical sciences – from theory to practice. 2016, № 56, Novosibirsk, SibAK, P.24-29. eLIBRARY ID: 25751309 https://sibac.info/conf/tech/lvi/49173 https://www.elibrary.ru/download/elibrary_25751309_22020089.pdf // https://www.elibrary.ru/item.asp?id=25751309 (in Russian).
8. Valery Kuvaev, Igor Saenko, and Sergey Bushuyev. Model of the assessment of operational accessibility to resources of the common information space // Technical sciences – from theory to practice. 2016, Novosibirsk, SibAK, № 58-1 P.88-93. https://cyberleninka.ru/article/n/model-otsenki-operativnoy-dostupnosti-k-resursam-edinogo-informatsionnogo-prostranstva // https://www.elibrary.ru/item.asp?id=26154131 (in Russian).
9. Aleksey Brunilin, Mikhail Biryukov and Igor Saenko. Model and method of use of ontologies for access control management in the common information space // Model and method of using ontologies to control access differentiation in a single information space // Mathematical methods in engineering and technology - MMTT. 2016. No. 6 (88). pp. 122-124. // https://elibrary.ru/item.asp?id=28417626 (in Russian).
10. Igor Saenko, Igor Kotenko and Sergey Kruglov. Approach to the solution of “a role mining problem” when forming the RBAC model on the basis of genetic algorithms // Methods and technical means of ensuring information security. 2016. № 25. P.113. // https://www.elibrary.ru/item.asp?id=36546804 (in Russian).
11. Igor Saenko, Aleksey Kushnerevich, Igor Kotenko and Yan Kopchak. Approach to implementation of parallel stream data handling for security monitoring of the Internet of Things network // Methods and technical means of ensuring information security. 2016. No. 25. pp. 38-40. // https://elibrary.ru/item.asp?id=36546751 (in Russian).
12. Oleg Lauta, Mikhail Kotsynyak and Igor Saenko. Development of models of the computer attacks on the basis of a method of topological conversion of stochastic networks // Methods and technical means of ensuring information security. 2016. No. 25. pp. 104-105.// https://www.elibrary.ru/item.asp?id=36546798 (in Russian).
13. I.B. Saenko, A.V. Kiy, S.N. Bushuev. Methods of access control to information resources based on the analysis of application activity // In the collection: SCIENCE TODAY: FACTS, TRENDS, FORECASTS. materials of the international scientific and practical conference: in 2 parts. Scientific center "Disput". 2016. pp. 69-71. // https://elibrary.ru/item.asp?id=26334436 (in Russian).
14. A.V. Magaskin, A.A. Brunilin, I.B. Saenko. Ontological approach to creation of decision-making support systems // Technical Sciences - from theory to practice. 2016. No. 11 (59). pp. 28-32. // https://elibrary.ru/item.asp?id=27450834 (in Russian).
15. Igor Saenko, Mikhail Biryukov. Method of integration of local access control schemes for heterogeneous resources of a common information space // 9th Conference on Information Technologies in Control (ITC) . Proceedings. St.Petersburg, Russia. October 4–6, 2016 . P.758-762. // https://elibrary.ru/item.asp?id=27559708 (in Russian).
16. Igor Saenko, Aleksey Kushnerevich, and Sergey Bushuyev. Application of the distributed parallel computing framework for preliminary processing of big data on security events in the Internet of things // 9th Conference on Information Technologies in Control (ITC) . Proceedings. St.Petersburg, Russia. October 4–6, 2016.P.763-767. // https://elibrary.ru/item.asp?id=27559709 (in Russian).
17. Igor Saenko, Oleg Lauta. Assessment of cyber-stability of computer networks on the basis of results of stochastic simulation of the computer attacks // 9th Conference on Information Technologies in Control (ITC) . Proceedings. St.Petersburg, Russia. October 4–6, 2016. P. 768-773. // https://elibrary.ru/item.asp?id=27559710 (in Russian).
18. Igor Saenko, Aleksey Brunilin, Vyacheslav Efimov and Sergey Yasinskiy. Organization of information exchange of heterogeneous automated systems: ontological approach. Information and Space. № 2, 2016, P.60-64. // https://elibrary.ru/item.asp?id=26134146 (in Russian).
19. Igor Saenko and Igor Kotenko. Genetic algorithms for Boolean matrix factorization in relation to access control problems in computer networks // 15th National Conference on Artificial Intelligence with International Participation (CAI 2016). October, 3-7, 2016. Smolensk, Russia. Proceedings of the conference. Vol.3, P.98-106. // https://elibrary.ru/item.asp?id=27307851 (in Russian).
20. Sergey Ageev and Igor Saenko. Models of information security risk management in multiservice communication systems on the basis of fuzzy situation-dependent networks // 18th International Conference “RusCrypto” on Cryptology, Steganography, Digital Signature and Security Systems. Solnechnogorsk, Russia. March 22-25, 2016. http://www.ruscrypto.ru (in Russian).
21. Igor Saenko and Valery Kuvayev. Models and technique of the assessment and support of operational accessibility of resources in the common information space // Mathematical methods in engineering and technology - MMTT. 2016. No. 6 (88). pp. 139-141. // https://elibrary.ru/item.asp?id=28417632 (in Russian).
22. Igor Saenko, Igor Kotenko and Sergey Kruglov. Genetic approach to reconfiguring of diagrams of role access in the common information space // International congress "IS&IT'16" - International Conference on Artificial Intelligence and Systems. Proceedings. Divnomorskoye, Russia. September 4-11. Taganrog, UFY, 2016. Vol.1. P.13-18. (in Russian).
23. Igor Saenko and Igor Kotenko. Models and methods of visual analysis of schemes and policies of access control to the resources of the common information space // Anniversary XV St. Petersburg International Conference " Regional Informatics-2016 (RI-2016)" St. Petersburg, October 26-28, 2016 . P.192-193. http://www.spoisu.ru/files/ri/ri2016/ri2016_materials.pdf // https://www.elibrary.ru/item.asp?id=35091275 (in Russian).
24. Igor Saenko, Aleksey Kushnerevich and Sergey Bushuyev. Parallel distributed traffic analysis platform in computer networks for security incident detection // Anniversary XV St. Petersburg International Conference " Regional Informatics-2016 (RI-2016)" St. Petersburg, October 26-28, 2016. P.193-194. http://www.spoisu.ru/files/ri/ri2016/ri2016_materials.pdf // https://www.elibrary.ru/item.asp?id=35089230 (in Russian).
25. I.B. Saenko, A.G. Kushnerevich, I.V. Kotenko. Implementation of a distributed parallel computing platform for collecting and preprocessing big monitoring data in cyber-physical systems // In the collection: International Congress on Informatics: Information Systems and Technologies. materials of the International Scientific Congress. S. V. Ablameyko (editor-in-chief). 2016. pp. 641-645. // https://elibrary.ru/item.asp?id=28354963 (in Russian).
26. A.V. Manaskin, I.B. Saenko. Ontological approach to the creation of decision support systems for managing special communications // In the collection: Special Communication and Information Security (SSBI – 2016). International Scientific and Practical Conference. 2016. pp. 10-14. // https://elibrary.ru/item.asp?id=27504120 (in Russian).
27. I.B. Saenko, S.N. Bushuev. The Internet of Things network security model // In the collection: Science today: history and modernity. Materials of the international scientific and practical conference: in 2 parts. The scientific center "Disput". 2016. pp. 58-60. // https://www.elibrary.ru/item.asp?id=27271301 (in Russian).

2015

1. Igor Kotenko, Igor Saenko. Improved genetic algorithms for solving the optimisation tasks for design of access control schemes in computer networks // International Journal of Bio-Inspired Computation, Inderscience Enterprises Ltd., Vol. 7, No. 2, 2015, P.98-110. DOI: 10.1504/IJBIC.2015.069291 // https://elibrary.ru/item.asp?id=24031824 (Scopus)
2. Igor Kotenko, Igor Saenko. Reconfiguration of access schemes in virtual networks of the internet of things by genetic algorithms // Studies in Computational Intelligence. 2016. Т. 616. С. 155-165. DOI: 10.1007/978-3-319-25017-5_15 // https://elibrary.ru/item.asp?id=24934717
3. Igor Kotenko, Igor Saenko, Fadey Skorik, Sergey Bushuev. Neural network approach to forecast the state of the internet of things elements. В сборнике: Proceedings of International Conference on Soft Computing and Measurements, SCM 2015. 18. 2015. С. 133-135. DOI: 10.1109/SCM.2015.7190434 // https://elibrary.ru/item.asp?id=26956184 (Scopus)
4. Igor Kotenko, Igor Saenko, Sergey Ageev. Security Risks Management in the Internet of Things based on Fuzzy Logic Inference. The 2015 IEEE International Symposium on Recent Advances of Trust, Security and Privacy in Computing and Communications (RATSP 2015) in conjunction with The 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom-15). Helsinki, Finland. 20-22 August 2015. Los Alamitos, California. IEEE Computer Society. 2015. P.654-659. (Scopus)
5. Igor Kotenko, Igor Saenko, Sergey Ageev, Yan Kopchak. Abnormal Traffic Detection in networks of the Internet of things based on fuzzy logical inference. XVIII International Conference on Soft Computing and Measurements (SCM'2015). IEEE Xplore, 2015. P.5-8. DOI: 10.1109/SCM.2015.7190394. // https://elibrary.ru/item.asp?id=26955939 (Scopus)
6. Igor Kotenko, Igor Saenko. The Genetic Approach for Design of Virtual Private Networks // Proceedings - IEEE 18th International Conference on Computational Science and Engineering, CSE 2015. 18. 2015. С. 168-175. DOI: 10.1109/CSE.2015.23 // https://elibrary.ru/item.asp?id=26998325
7. I. Kotenko, I. Saenko, S. Ageev. Countermeasure security risks management in the internet of things based on fuzzy logic inference // В сборнике: Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015. 14. 2015. С. 654-659. DOI: 10.1109/Trustcom.2015.431 // https://elibrary.ru/item.asp?id=27153712
8. Igor Kotenko, Igor Saenko, Andrey Chechulin. Development of new generation of security information and event management systems // Methods and technical means of ensuring information security. 2015. No. 24. pp. 123-124. // https://www.elibrary.ru/item.asp?id=36546656 (in Russian).
9. Igor Saenko, Igor Kotenko. Using genetic optimization and visual analysis tools for access schema design in virtual local area networks. Information technology and computer systems, № 1, 2015. P.33-46.// https://elibrary.ru/item.asp?id=24842568 (in Russian).
10. Igor Kotenko, Igor Saenko, Sergey Ageev, Yan Kopchak. Detection of anomalous traffic in the networks of the Internet of Things, based on fuzzy logical deduction // International Conference on Soft Computing and Measurements. 2015. Vol. 1. pp. 9-14. // https://elibrary.ru/item.asp?id=23578885 (in Russian).
11. Igor Kotenko, Igor Saenko, Fadey Skorik, Sergey Bushuev. Neural network approach to forecast the state of the internet of things elements. XVIII International Conference on Soft Computing and Measurements (SCM'2015),Proceedings. Vol. 1, Saint-Petersburg, ETU "LETI", 2015. P.395-399. // https://elibrary.ru/item.asp?id=23579019 (in Russian).
12. Igor Saenko, Valery Kuvayev, Maxim Biryukov. The general architecture of the common access control system for diverse resources in uniform information and communication space // Technical sciences - from theory to practice. 2015. No. 52. pp. 70-75. // https://elibrary.ru/item.asp?id=25026434 (in Russian).
13. Igor Saenko, Valery Kuvayev, Maxim Biryukov. Use of ontologies for management of access differentiation to diverse resources of common information and communication space // Technical sciences - from theory to practice. 2015. No. 52. pp. 76-80. // https://elibrary.ru/item.asp?id=25026435 (in Russian).
14. Igor Saenko, Igor Kotenko. Adaptive change of policies and schemes of of access control to the resources of an unified information space // Methods and technical means of ensuring information security. 2015. No. 24. pp. 127-128. // https://www.elibrary.ru/item.asp?id=36546659 (in Russian).
15. Sergey Ageev, D. Vasil'ev, Igor Saenko. Security Management protected multi-service network of special-purpose // Methods and technical means of ensuring information security. 2015. No. 24. pp. 106-107. // https://www.elibrary.ru/item.asp?id=36546647 (in Russian).
16. S.A. Ageev, I.B. Saenko. Method of intellectual multi-agent information security risk management in protected multiservice special-purposed networks // T-comm: Telecommunications and Transport. 2015. Vol. 9. No. 1. pp. 5-10. https://cyberleninka.ru/article/n/metod-intellektualnogo-mnogoagentnogo-upravleniya-riskami-informatsionnoy-bezopasnosti-v-zaschischennyh-multiservisnyh-setyah/viewer // https://elibrary.ru/item.asp?id=22959655 (in Russian).
17. S.V. Bessonov, N.A. Barykin, I.B. Saenko. Development of the XML-database for the control system of organizational type // Innovations in Science. 2015. No. 43. pp. 42-46. // https://www.elibrary.ru/item.asp?id=23181857 (in Russian).
18. A.A. Brunilin, V.O. Kuvaev, I.B. Saenko. Ontological approach to the organization of information interaction of heterogeneous automated systems for special purposes // T-Comm: Telecommunications and Transport. 2015. Vol. 9. No. 2. pp. 69-73. // https://elibrary.ru/item.asp?id=23101487 (in Russian).
19. Igor Saenko, Sergey Ganya. Technical principles and methodological approaches to the organization and deployment of solutions for aggregation, normalization, analysis and visualization of large volumes of heterogeneous data for monitoring security in the iot networks" // IX Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2015)", Saint-Petersburg, October 28-30, 2015. The proceedings of conference, 2015. P.84-85. // https://www.elibrary.ru/item.asp?id=35087647 (in Russian).
20. Igor Saenko, Igor Kotenko. Models and methods for evaluating the effectiveness of a system of access control differentiation to resources of the information space. IX Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2015)", Saint-Petersburg, October 28-30, 2015. The proceedings of conference, 2015. P.85-75. // https://www.elibrary.ru/item.asp?id=35088149 (in Russian).
21. Igor Kotenko, Igor Saenko. The genetic approach to designing a virtual private network in secure information space. International congress "IS&IT15" - International Conference on Artificial Intelligence and Systems. Proceedings. Divnomorskoye, Russia. September 2-9, 2015. Mosсow, Fizmathlit, 2015. Vol. 2. P.320-325. (in Russian).

2014

1. Igor Kotenko, Olga Polubelova, Igor Saenko. Logical Inference Framework for Security Management in Geographical Information Systems // Lecture Notes in Geoinformation and Cartography. 2014. № 199699. С. 203-218. DOI: 10.1007/978-3-642-31833-7_13 // https://elibrary.ru/item.asp?id=31127063
2. Igor Kotenko, Igor Saenko. A Genetic Approach for Virtual Computer Network Design // Studies in Computational Intelligence. 2015. Т. 570. С. 95-105. DOI: 10.1007/978-3-319-10422-5_11 // https://elibrary.ru/item.asp?id=23966401
3. Igor Kotenko, Igor Saenko, Andrey Chechulin. Proactive management of security information and events in the information and telecommunication systems // Radio electronics issues. 2014. Vol. 3. No. 1. pp. 170-180. // https://elibrary.ru/item.asp?id=21314643 (in Russian).
4. Igor Kotenko, Igor Saenko. The proposals about ontological representation and hybrid data storage for security events in the automated control system of railway transport // Technical science - from theory to practice, № 29, 2013. Novosibirsk, SibAK, 2013. P.28-32 // https://elibrary.ru/item.asp?id=21046302 (in Russian).
5. Igor Kotenko, Igor Saenko. Proposals on the logical inference implementation for cyber security management in the automated control system of railway transport // Natural and mathematical sciences in the modern world. 2014. No. 14. pp. 46-50.// https://www.elibrary.ru/item.asp?id=21063776 (in Russian).
6. Igor Kotenko, Igor Saenko, Rafael Yusupov. New generation of the security incidents’ monitoring and management systems // Nauchno-tekhnicheskie vedomosti SPbGPU. Informatics. Telecommunications. Control. SPbGPU, 2014, № 3 (198), P.7-18. // https://elibrary.ru/item.asp?id=21693375 (in Russian).
7. Sergey Ageev, Igor Saenko, Yury Egorov, A.Gladkih, A.Bogdanov. Intelligent hierarchical information security risk management in protected special-purpose multiservice networks // Automation of the control processes. Is. №3 (37), 2014. ISSN 1991-2927. P.78-88.// https://elibrary.ru/item.asp?id=22104525 (in Russian).
8. Valery Kuvayev, Igor Saenko. A conceptual framework for the integration of heterogeneous enterprise information resources in a common information space // Problems of economics and management in trade and industry. 2014. No. 3 (7). pp. 101-104. ISSN 2309-3064. // https://elibrary.ru/item.asp?id=23065804 (in Russian).
9. Igor Saenko, Valery Kuvayev, Sergey Alyshev. An approach to design the quality indicators system for common information space. Natural and mathematical science in the modern world. 2014, № 14. Novosibirsk, SibAK, P.51-56. // https://elibrary.ru/item.asp?id=21063777 (in Russian).
10. Igor Kotenko, Igor Saenko. About an architecture of the multilevel intelligent information security system for the automated systems of railway transport. 23th All-Russian Conference “Methods and technical tools of information security” (MTTIS 2014)”. Proceedings. St.Petersburg, Russia. 30 June - 03 July, 2014. P.97-98. // https://elibrary.ru/item.asp?id=36467272 (in Russian).
11. Sergey Ageev, Igor Saenko. Intelligent information security risk management methods of multi service communication networks // Methods and technical means of ensuring information security. 2014. No. 23. pp. 59-60. // https://www.elibrary.ru/item.asp?id=36467250 (in Russian).
12. Valery Kuvayev, Igor Saenko. An approach to solving the task of the access control in heterogeneous information space // Methods and technical means of ensuring information security. 2014. No. 23. pp. 33-34. // https://www.elibrary.ru/item.asp?id=36467237 (in Russian).
13. Igor Kotenko, Igor Saenko. The technique for verification of security policies in the multilevel intelligent system of integrated protection of railway transport. Technical science - from theory to practice. 2014. № 30. P.18-22 // https://elibrary.ru/item.asp?id=21112705 (in Russian).
14. Igor Kotenko, Igor Saenko. About the tasks of cybersecurity in ‘e-city’ infrastructures on the basis of artificial intelligence methods // Materials of the conference "Information Technologies in Management" (ITU-2014). 2014. pp. 618-622. ISBN 978-5-91995-042-4. // https://www.elibrary.ru/item.asp?id=22461599 (in Russian).
15. Igor Saenko, Valery Kuvayev. About using artificial intelligent methods for access control to resources of the common information space of the heterogeneous automated systems. 7th Russian Multiconference on Problems in Control (MPC). Conference on Information Technologies in Control (ITC).Proceedings. St.Petersburg, Russia. October 7–9, 2014. P.631-637. ISBN 978-5-91995-042-4. // https://elibrary.ru/item.asp?id=22461601 (in Russian).
16. Sergey Ageev, Igor Saenko. Information security risk management in the protected multi-service special purpose network on the basis of intelligent multi-agents. 7th Russian Multiconference on Problems in Control (MPC). Conference on Information Technologies in Control (ITC).Proceedings. St.Petersburg, Russia. October 7–9, 2014. P.556-562. ISBN 978-5-91995-042-4.// https://www.elibrary.ru/item.asp?id=22461589 (in Russian).
17. Igor Saenko, Igor Kotenko. Design of Virtual Local Area Network Scheme based on Genetic Optimization and Visual Analysis // Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA), Vol.5, No.4, P.86-102, December 2014.// https://elibrary.ru/item.asp?id=24027045 (Scopus)
18. Igor Kotenko, Igor Saenko. Creating New Generation Cybersecurity Monitoring and Management Systems // Herald of the Russian Academy of Sciences, 2014, Vol.84, No.6. ISSN 1019-3316. DOI: 10.1134/S1019331614060033 (Scopus IF=0.170, WoS)
19. Igor Kotenko and Igor Saenko. Creating New-Generation Cybersecurity Monitoring and Management Systems. Herald of the Russian Academy of Sciences, Herald of the Russian Academy of Sciences. 2014. Т. 84. № 6. С. 424-431. DOI: 10.7868/S0869587314110073 // https://elibrary.ru/item.asp?id=22477914 (in Russian).
20. Igor Kotenko, Igor Saenko. On the construction of an multilevel intelligent information security system for the automated systems of railway transport. Intelligent systems on the transport. IV International scientific-practical Conference «IntellectTrans-2014». St. Petersburg,Proceedings. Petersburg State Communications’ University. 2014. P.21. (in Russian).
21. Igor Kotenko, Igor Saenko. On the construction of a multilevel intelligent information security system for the automated systems of railway transport. IV International scientific-practical Conference «IntellectTrans-2014». St. Petersburg,Proceedings. Petersburg State Communications’ University. 2014. P.196-203. (in Russian).
22. Igor Saenko, Igor Kotenko. Fundamentals of the construction of the perspective security monitoring and management systems for a protection of the critical information objects. International scientific-practical conference "Theoretical and practical information security problems". June 19, 2014. Minsk, Academy of the Ministry of Internal Affairs, Belarus Republic, 2014. (in Russian).
23. Igor Kotenko, Igor Saenko. A system of logical inference and verification of security policies in automated systems of railway transport. International congress IS&IT,14 - International Conference on Artificial Intelligence and Systems.Proceedings. Moskow, Fizmathlit. 2014. Vol.2. P.271-276. 978-5-9221-1572-8. (in Russian).
24. Igor Saenko, Igor Kotenko. Genetic approach to virtual network design. International congress IS&IT,14 - International Conference on Artificial Intelligence and Systems.Proceedings. Moskow, Fizmathlit. 2014. Vol.2. P.35-40. ISBN 978-5-9221-1572-8. (in Russian).
25. Igor Kotenko, Igor Saenko. Intelligent system for cyber security monitoring and incident management. 14-th national conference on artificial intelligence with international participation (KAI-2014), September 24–27, 2014, Kazan, Russia. Proceedings, Vol.3. Kazan: Publ. RIC «Scool», 2014. P.219-227. (in Russian).
26. Sergey Ageev, Igor Saenko. Information security risk evaluation and management in protected multi-service networks on the basis of the artificial intelligent methods. XIV Saint-Petersburg International Conference “Regional informatics-2014” (“RI-2014”). Proceedings. St. Petersburg, 2014. P.116-117. (in Russian).
27. Igor Kotenko, Igor Saenko. Decision support on information security in the automated control systems of railway transport on the basis of the ontology data modelling. XIV Saint-Petersburg International Conference “Regional informatics-2014” (“RI-2014”). Proceedings. St. Petersburg, 2014. P.144. (in Russian).
28. Igor Kotenko, Igor Saenko. Models and methods for a visual analysis of Big Data and security events in the automated control systems of railway transport. XIV Saint-Petersburg International Conference “Regional informatics-2014” (“RI-2014”). Proceedings. St. Petersburg, 2014. P.143. (in Russian).
29. Igor Kotenko, Igor Saenko, Andrey Chechulin. Proactive management of information and security events in network NGN. Seminar of the International Telecommunication Union "Transition developing countries with existing networks to next generation network (NGN): technical, economic, legal and political aspects", St. Petersburg, St. Petersburg GUT Bonch-Bruyevich. 23-25 June 2014. (in Russian).

2013

1. Igor Kotenko, Igor Saenko, Olga Polubelova, Andrey Chechulin. Design and Implementation of a Hybrid Ontological-Relational Data Repository for SIEM systems // Future internet, Vol. 5, №3, 2013. P.355-375. ISSN 1999-5903. // https://elibrary.ru/item.asp?id=28953990
2. Igor Kotenko, Igor Saenko, Olga Polubelova and Elena Doynikova. The Ontology of Metrics for Security Evaluation and Decision Support in SIEM Systems // Proceedings - 2013 International Conference on Availability, Reliability and Security, ARES 2013. 2013. С. 638-645. DOI: 10.1109/ARES.2013.84 // https://elibrary.ru/item.asp?id=21907177
3. Igor Kotenko, Saenko I.B., Doynikova E.V. Risk assessment in computer networks of critical infrastructures // Innovations in science. 2013. No. 16-1. pp. 84-88. // https://elibrary.ru/item.asp?id=18766379 (in Russian).
4. Igor Saenko, Valery Kuvayev. On intelligent system for access control to the resources of a common information space for different types of automated systems. VIII Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2013)", Saint-Petersburg, October 23-25, 2013. The proceedings of conference, 2013. P.105-106. http://www.spoisu.ru/files/ibrr/ibrr2013/ibrr2013_materials.pdf // https://elibrary.ru/item.asp?id=35100315 (in Russian).
5. D.S. Krutov, I.B. Saenko, O.I. Pantyukhin. Mechanisms of information distribution supplement in multi-agent protection system for critical information infrastructures // In the collection: Current problems of infotelecommunications in science and education. II International Scientific-technical and scientific-methodical Conference. 2013. pp. 135-137. // https://www.elibrary.ru/item.asp?id=21939520 (in Russian).
6. Igor Kotenko, Igor Saenko. Architecture of the system of intelligent information security services in critical infrastructures // Proceedings of SPIIRAS. Issue 1 (24). SPb: Nauka, 2013. P.21-40 // https://elibrary.ru/item.asp?id=18800054 (in Russian).
7. Igor Kotenko, Igor Saenko. Scientific analysis and policy support for cyber security: the review of perspective research directions according to the results of the international workshop SA&PS4CS 2012. Proceedings of SPIIRAS. Issue 1 (24). SPb: Nauka, 2013. P.66-88. // https://elibrary.ru/item.asp?id=18800057 (in Russian).
8. Igor Kotenko, Igor Saenko, Olga Polubelova. Perspective data storage systems for security information monitoring and management. Proceedings of SPIIRAS. Issue. 2 (25). SPb: Nauka, 2013. P.113-134. // https://elibrary.ru/item.asp?id=18867193 (in Russian).
9. Igor Kotenko, Igor Saenko. Mathematical methods, models and architectures for computer network security: the review of perspective research directions according to the results of the International conference MMM-ACNS-2012 // Proceedings of SPIIRAS. Issue 2 (25). SPb: Nauka, 2013. P. 148-170 // https://elibrary.ru/item.asp?id=18867195 (in Russian).
10. Igor Kotenko, Igor Saenko, Andrey Chernov, Maria Butakova. The construction of a multi-level intelligent information security system for automated systems of railway transport. Proceedings of SPIIRAS.Issue 7 (30). SPb: Nauka, 2013. P.7-25. // https://elibrary.ru/item.asp?id=20927233 (in Russian).
11. Igor Kotenko, Igor Saenko. Perspective Methods and Models for Computer Networks Security and Security Support for Cyber Security: review of International Conference of MMM-ACNS-2012 and Workshop SA&PS4CS 2012. Management-information systems, 2013, №3, P.97-99. // https://www.elibrary.ru/item.asp?id=19082722 (in Russian).
12. Igor Kotenko, Igor Saenko. International Conference "Mathematical Methods, Models and Architectures for Computer Networks Security" (MMM-ACNS-2012) and the International Workshop "Scientific Analysis and Policy Support for Cyber Security" (SA&PS4CS 2012). Information Security. Inside, 2013, №1. P.8-9 . (in Russian).
13. Igor Kotenko, Igor Saenko. Intellectual services for information security in computer networks and systems. Information Security. Inside, 2013, №2. P.32-41. // https://elibrary.ru/item.asp?id=23048068 (in Russian).
14. Igor Kotenko, Igor Saenko. Proposals for the construction of a multi-level intelligent information security system for automated systems of railway transport. Herald of Rostov State Transport University, 2013, №3(51). P.69-79. ISSN 0201-727X. // https://elibrary.ru/item.asp?id=20283971 (in Russian).
15. Igor Kotenko, Igor Saenko, Rafael Yusupov. Perspective models and methods for computer networks security. Herald of the Russian Academy of Sciences, Vol. 83, №5, 2013. P. 463. DOI: 10.7868/S086958731305006X // https://elibrary.ru/item.asp?id=19051685 (in Russian).
16. Sergey Ageev, Igor Saenko, Yury Egorov, Evgeny Zozulya. Adaptive algorithms of flow intensity estimation for multiservice networks. Proceedings of Automation and Control Processes. Issue 1 (31), 2013. P.3-11. (in Russian).
17. Dmitry Kotenko, Igor Kotenko, Igor Saenko. Attack modeling in large computer networks. Technical sciences - from theory to practice, №17-1, 2013. Novosibirsk: Publishing House «SibAK», 2013. P.12-16. // https://elibrary.ru/item.asp?id=20781320 (in Russian).
18. Igor Kotenko, Igor Saenko. The system of intelligent information security services for critical infrastructures. Technical sciences - from theory to practice, №17-1, 2013. Novosibirsk: Publishing House «SibAK», 2013. P.7-11 // https://elibrary.ru/item.asp?id=20781319 (in Russian).
19. Fadey Skorik, Igor Saenko. Neural statement assessment model for a distributed information system // Innovations in science, №6-1, 2013. Novosibirsk: Publishing House «SibAK», 2013. P.151-155 // https://elibrary.ru/item.asp?id=18766388 (in Russian).
20. Igor Kotenko, Igor Saenko, Elena Doynikova, Olga Polubelova. Application of the ontology of the security metrics for the decision support in cyber security. 22th All-Russian Conference “Methods and technical tools of information security”(MTTIS 2013)”. Proceedings. St.Petersburg, Russia. July 08-11, 2013. P.32-33. (in Russian).
21. Igor Saenko, Igor Kotenko, Olga Polubelova, Elena Doynikova. Application of the ontology of the security metrics for the selection of the countermeasures for the computer networks security. International congress IS&IT’13 - International Conference on Artificial Intelligence and Systems. Proceedings. Moskow, Fizmathlit, 2013. Vol.2. P.372-377. ISBN 978-5-9221-1479-0. (in Russian).
22. Igor Saenko, Igor Kotenko, Ivan Morozov. Use of genetic algorithms for the access control in geographic information systems. International congress IS&IT’13 - International Conference on Artificial Intelligence and Systems.Proceedings. Moskow, Fizmathlit, 2013. Vol.2. P.58-63. ISBN 978-5-9221-1479-0 . (in Russian).
23. Igor Kotenko, Igor Saenko. On construction a multi-level intelligent information security system for automated systems of railway transport. VIII Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2013)", Saint-Petersburg, October 23-25, 2013. The proceedings of conference, 2013. P.107-108 . (in Russian).
24. Igor Kotenko, Igor Saenko, Olga Polubelova, Elena Doynikova. Ontology of the security metrics for the computer network as basis for the selection of the countermeasures. VIII Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2013)", Saint-Petersburg, October 23-25, 2013. The proceedings of conference, 2013. P.108-109. (in Russian).
25. Valery Kuvayev, Igor Saenko. Access control to the resources of a common information space in the course of their integration in the automated systems for special purpose. 22th All-Russian Conference “Methods and technical tools of information security”(MTTIS 2013)”. Proceedings. St.Petersburg, Russia. July 08-11, 2013. P.85-86 . (in Russian).
26. Sergey Ageev, Igor Saenko. Intelligent methods for security management in protected multi-service networks. 22th All-Russian Conference “Methods and technical tools of information security”(MTTIS 2013)”. Proceedings. St.Petersburg, Russia. July 08-11, 2013. P.51-52 . (in Russian).
27. Fadey Skorik, Igor Saenko. The technology of "spread spectrum" to ensure the security of wireless networks. 22th All-Russian Conference “Methods and technical tools of information security”(MTTIS 2013)”. Proceedings. St.Petersburg, Russia. July 08-11, 2013. P.74-75 . (in Russian).
28. S.A. Ageev, I.B. Saenko, Yu.P. Egorov, E.I. Zozulya, A.A. Gladkikh A.A. Adaptive algorithms for estimating traffic intensity in multiservice communication networks // Automation of control processes. 2013. No. 1. pp. 3-11. // https://elibrary.ru/item.asp?id=18901326 (in Russian).
29. F.A. Skorik, I.B. Saenko, O.I. Pantyukhin. Software reliability evaluation of the distributed information system // In the collection: Current problems of infotelecommunications in science and education. II International Scientific-technical and scientific-methodical Conference. 2013. pp. 220-223.// https://www.elibrary.ru/item.asp?id=21939880 (in Russian).

2012

1. Igor Kotenko, Igor Saenko, Olga Polubelova, Andrey Chechulin. Technologies of security information and event management for computer network protection // Computer systems. № 3, 2012. P.57-68. // https://elibrary.ru/item.asp?id=17867303 (in Russian).
2. Olga Polubelova, Igor Kotenko, Igor Saenko, Andrey Chechulin. Applying ontologies and logical inference for security information and event menegement // High availability systems, Vol.8, № 2, 2012. P.100-108. // https://elibrary.ru/item.asp?id=17997828 (in Russian).
3. Igor Kotenko, Igor Saenko, Olga Polubelova, Andrey Chechulin. Application of the methods of security event and information management for information protection in the critical infrastructures. Proceedings of SPIIRAS. Issue 1 (20). St.Petersburg, Nauka, 2012. P.27-56. // https://elibrary.ru/item.asp?id=17918594 (in Russian).
4. Igor Kotenko, Igor Saenko. Developing the system of intelligent services to protect information in cyber warfare // Proceedings of SPIIRAN. 2012. No. 3 (22). pp. 84-100. // https://elibrary.ru/item.asp?id=17918625 (in Russian).
5. Dmitry Kotenko, Igor Kotenko, Igor Saenko. Methods and tools for simulation of attacks in large computer networks: state of the problem. Proceedings of SPIIRAS. Issue 3 (22). St. Petersburg, Nauka, 2012. P.5-30. // https://elibrary.ru/item.asp?id=17918621 (in Russian).
6. Dmitry Kotenko, Igor Kotenko, Igor Saenko. Methodology of iterative attack modelling in large computer networks. Proceedings of SPIIRAS. Issue 4 (23). St. Petersburg, Nauka, 2012. P.50-79. // https://elibrary.ru/item.asp?id=18263541 (in Russian).
7. Andrey Kii, Yan Kopchak, Igor Saenko, Andrey Kozlenko. Dynamic access control of information resources in critical infrastructures based on the users’ information profiles // Proceedings of SPIIRAS. Issue 2 (21). St. Petersburg, Nauka, 2012. P.5-20.// https://elibrary.ru/item.asp?id=17918606 (in Russian).
8. Andrey Kozlenko, Vladimir Avramenko, Igor Saenko, Andrey Kii. Method of assessing the level of information protection against unauthorized access in computer networks on the basis of the security graph // Proceedings of SPIIRAS. Issue 2 (21). St. Petersburg, Nauka, 2012. P.41-55. // https://elibrary.ru/item.asp?id=17918608 (in Russian).
9. Alexandr Demidov, Oleg Nikiforov, Igor Saenko. Development of the concept of information security of information technology systems of state authorities. Proceedings of SPIIRAS. Issue 3 (22). St. Petersburg, Nauka, 2012. P.71-83 // https://elibrary.ru/item.asp?id=17918624 (in Russian).
10. S.V. Alyshev, I.B. Saenko, V.A. Kudryashov, E.V. Oparin. Automating of planning of transport columns mo vement in emergency situations on the basis of geoinformation technology // Izvestia of the St. Petersburg University of Railway Communications. 2012. No. 2 (31). pp. 99-105. // https://www.elibrary.ru/item.asp?id=20213876 (in Russian).
11. Igor Saenko, Anton Nizhegorodov. Analysis of the problem of access control in automated systems based on database security assessment. // In the world of scientific discoveries. 2012. No. 8 (32). pp. 11-21. // In the world of scientific discoveries. 2012. No. 8 (32). pp. 11-21. (in Russian).
12. Sergey Ageev, Igor Saenko, Yuriy Egorov, Aleksandr Gladkih. About development of mathematical-model system for control of protected multi-service network // Proceedings of Automation and Control Processes. Issue. No 3 (29), 2012. P.8-18. // https://elibrary.ru/item.asp?id=17990850 (in Russian).
13. Igor Kotenko, Igor Saenko. SIEM-systems for security information and event management. Information Security. Inside, 2012. № 5 (47). С. 54-65. // https://elibrary.ru/item.asp?id=23063477 (in Russian).
14. Igor Kotenko, Igor Saenko, Rafael Yusupov. Intelligent security services as cybernetic counteraction tool . Scientific-Practical Proceedings on information counteraction problems, The Security Council of the Russian Federation. Moskow, 2012. (in Russian).
15. Igor Saenko, Igor Kotenko, Olga Polubelova. The use of an ontological approach to construct a vulnerabilities’ model based on the SCAP. 21th All-Russian Conference "Methods and technical tools of information security" (MTTIS 2012). Proceedings. St.Petersburg, Russia. June 24-29, 2012. P.74-76. (in Russian).
16. Sergey Ageev, Igor Saenko. On the models of the coordination of protected multiservice networks management. 21th All-Russian Conference "Methods and technical tools of information security" (MTTIS 2012). Proceedings. St.Petersburg, Russia. June 24-29, 2012. P.39-40. (in Russian).
17. Anton Nizhegorodov, Igor Saenko. The management of information and telecommunications system security in creating a unified system of access control to information resources. 21th All-Russian Conference "Methods and technical tools of information security" (MTTIS 2012). Proceedings. St.Petersburg, Russia. June 24-29, 2012. P.65-67. (in Russian).
18. Igor Kotenko, Igor Saenko. The use of genetic algorithms in optimization problems of the information access control. International congress IS&IT - International Conference on Artificial Intelligence and Systems. Proceedings. Divnomorskoye, Black Sea Coast, Russia. September 2-9. Moskow, Fizmathlit, 2012. Vol.1. P.40-45. (in Russian).
19. Olga Polubelova, Igor Kotenko, Igor Saenko. Ontological approach to the construction of intelligent services for security event storage and processing. International congress IS&IT - International Conference on Artificial Intelligence and Systems. Proceedings. Divnomorskoye, Black Sea Coast, Russia. September 2-9. Moskow, Fizmathlit, 2012. Vol. 2. P.394-399. (in Russian).
20. Olga Polubelova, Igor Kotenko, Igor Saenko. Methods of data presentation and inference information management and security event // 5th Russian Multiconference on Problems in Control (MPC). Conference on Information Technologies in Control (ITC).Proceedings. St.Petersburg, Russia. October 9–11, 2012. P.723-728. // https://elibrary.ru/item.asp?id=21720290 (in Russian).
21. Sergey Ageev, Igor Saenko, Evgeniy Zozulja. Methods of interlayer criteria coordination for the operation of a protected multi-service network. XIII Saint-Petersburg International Conference “Regional informatics-2012” (“RI-2012”). Proceedings. St. Petersburg, 2012. P.77. (in Russian).
22. Dmitry Krutov, Igor Saenko. Information approach to the implementation of a multi-agent system for information security. XIII Saint-Petersburg International Conference “Regional informatics-2012” (“RI-2012”). Proceedings. St. Petersburg, 2012. P.103-104 // https://elibrary.ru/item.asp?id=35100288 (in Russian).
23. Ivan Morozov, Igor Saenko. Information Access control in geographic information systems. XIII Saint-Petersburg International Conference “Regional informatics-2012” (“RI-2012”). Proceedings. St.Petersburg, 2012. P.111. (in Russian).
24. Anton Nizhegorodov, Igor Saenko. On the establishment of systems for the protection of cloud-based information systems. XIII Saint-Petersburg International Conference “Regional informatics-2012” (“RI-2012”). Proceedings. St. Petersburg, 2012. P.114. (in Russian).
25. Igor Saenko, Anton Nizhegorodov, Aleksey Kabanov. Concerning the need of a unified system for access control to information resources in automated systems // Collection of scientific papers SWorld. 2012. Vol. 4. No. 1. pp. 28-29. /https://www.elibrary.ru/item.asp?id=17731145 (in Russian).
26. Igor Saenko, Anton Nizhegorodov. The impact of protection of information resources in an integrated critical infrastructure security. IV All-Russian Scientific-Practical Conference "Security in an emergency". St. Petersburg, Collection of scientific papers , Polytechnical University Publishing House, 2012. P.151-154. (in Russian).
27. Igor Saenko, Igor Kotenko. Design and Performance Evaluation of Improved Genetic Algorithm for Role Mining Problem. Proceeding of the 20th International Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2012). Garching/Munich, February, 2012. P.269-274. DOI: 10.1109/PDP.2012.31 // https://elibrary.ru/item.asp?id=17990577
28. Igor Kotenko, Olga Polubelova, Igor Saenko. Hybrid Data Repository Development and Implementation for Security Information and Event Management. Proceedings of the Work in Progress Session held in connection with the 20th Euromicro International Conference on Parallel, Distributed and network-based Processing (PDP 2012). Garching/Munich, February 2012. SEA-Publications. SEA-SR-31. 2012. P.29-30.
29. Igor Kotenko, Olga Polubelova, Igor Saenko. Data Repository for Security Information and Event Management in service infrastructures // SECRYPT 2012 - Proceedings of the International Conference on Security and Cryptography. 2012. С. 308-313. // https://elibrary.ru/item.asp?id=20496612
30. Igor Kotenko, Olga Polubelova, Igor Saenko. The Ontological Approach for SIEM Data Repository Implementation. 2012 IEEE International Conference on Green Computing and Communications, Conference on Internet of Things, and Conference on Cyber, Physical and Social Computing. Besançon, France, September 11-14, 2012. Los Alamitos, California. IEEE Computer Society. 2012. P.761-766. DOI: 10.1109/GreenCom.2012.125 // https://elibrary.ru/item.asp?id=20475186
31. I.B. Saenko, A.V. Nizhegorodov,A.S. Kabanov. The need for a unified system to control access to information resources in automated systems // Modern Scientific Research and their Practical Application. 2012. Vol. 21208. № 2. С. 44-46.// https://www.elibrary.ru/item.asp?id=28315730

2011

1. Igor Saenko, Igor Kotenko. Genetic Algorithms for Role Mining Problem. Proceedings of the 19th Euromicro International Conference on Parallel, Distributed and network-based Processing (PDP 2011). Ayia Napa, Cyprus, 9-11 February, 2011. Los Alamitos, California. IEEE Computer Society. 2011. P.646-650. DOI: 10.1109/PDP.2011.63 // https://elibrary.ru/item.asp?id=16989134
2. Igor Kotenko, Igor Saenko, Rafael Yusupov. Protection of Information Resources in Computer Networks. Herald of the Russian Academy of Sciences, Vol.81, №8, 2011. P.746-747. ISSN 1019:3316. // https://elibrary.ru/item.asp?id=16537831 (in Russian).
3. Igor Kotenko, Igor Saenko, Rafael Yusupov. Scientific Analysis and Policy Support for Security in Cyberspace. Herald of the Russian Academy of Sciences, Vol.81, № 9, 2011. P.844-845. ISSN 1019:3316. // https://www.elibrary.ru/item.asp?id=16893140 (in Russian).
4. Igor Saenko, Igor Kotenko. Genetic optimization of role-based access schemes // High availability systems, No.2, 2011. P.112-116. // https://www.elibrary.ru/item.asp?id=17098474 (in Russian).
5. Yury Sineshchuk, Aleksander Philippov, Sergey Terehin, Denis Nikolaev, Igor Saenko. Structural-logical method of the safety analysis of the potentially dangerous objects // Proceedings of SPIIRAS. Issue 2 (17). St.Petersburg, Nauka, 2011. P.55-69. // https://elibrary.ru/item.asp?id=17103969 (in Russian).
6. Igor Saenko, Igor Kotenko. Method of genetic optimization of schemes for role-based access to information. 13th Conference “RusCrypto” on Cryptology, Steganography, Digital Signature and Security Systems. Solnechnogorsk, Russia. March 30 - April 2, 2011. http://www.ruscrypto.ru/ (in Russian).
7. Igor Saenko, Olga Polubelova, Igor Kotenko. Design of SIEM repository for a heterogeneous infrastructure. 20th All-Russian Conference “Methods and technical tools of information security” (MTTIS 2011)”. Proceedings. St.Petersburg, Russia. June 27 - July 01, 2011. Р.41-42. (in Russian).
8. Igor Saenko, Anton Sidorov, Sergey Kruglov. Application of genetic algorithms to solve the role mining problem in RBAC systems. 20th All-Russian Conference “Methods and technical tools of information security” (MTTIS 2011)”. Proceedings. St.Petersburg, Russia. June 27 - July 01, 2011. P.89-90. (in Russian).
9. Igor Kotenko, Igor Saenko, Olga Polubelova, Andrey Chechulin. Methods and tools of designing the repository for SIEM system in critical information infrastructure. The VII St.Petersburg Interregional Conference «Information Security of Russian Regions (ISRR-2011). October 26-28, 2011. Proceedings. St.Petersburg, 2011. P.79-80. // https://elibrary.ru/item.asp?id=35244528 (in Russian).
10. Igor Saenko, Igor Kotenko. An improved genetic algorithm to solve the role mining problem in RBAC systems. VII St.Petersburg Interregional Conference “Information Security of Russian Regions (IBRR-2011)”. October 26-28, 2011. Proceedings. St.Petersburg, 2011. P.92-93. (in Russian).
11. Igor Saenko, Olga Polubelova, Sergey Ageev. Proposals for conceptual modeling of information security management subsystem in protected multiservice networks. VII St.Petersburg Interregional Conference “Information Security of Russian Regions (IBRR-2011)”. October 26-28, 2011. Proceedings. St.Petersburg, 2011. P.93-94. (in Russian).
12. Igor Saenko, Andrey Shorov, Ivan Morozov. Access control system in geoinformation systems. VII St.Petersburg Interregional Conference “Information Security of Russian Regions (IBRR-2011)”. October 26-28, 2011. Proceedings. St.Petersburg, 2011. P.94-95. (in Russian).
13. Igor Saenko, Sergey Ageev., A.G. Filippov. Conceptual modeling of data access control in the key system of information infrastructure // Scientific and analytical journal "Bulletin of the St. Petersburg University of the State Fire Service of the Ministry of Emergency Situations of Russia". 2011. No. 4. pp. 55-60. // https://elibrary.ru/item.asp?id=18060513 (in Russian).
14. Igor Saenko, Sergey Alyshev. Methods of optimal routes searching for integrated movement of vehicles in convoys under emergency conditions. Oversight activities and judicial examination in security systems. Scientific reports of young scientists. №2, 2011. (in Russian).
15. Igor Saenko, Sergey Ageev, Alexander Bushuev, Jury Egorov. Concept of automation of information-security control in protected special-purpose multi-service networks // Automation of managerial processes. Issue 1(23), 2011. P.50-57. // https://elibrary.ru/item.asp?id=15633924 (in Russian).
16. Igor Saenko, Anton Nizhegorodov. The analysis of the development of knowledge base protection systems. IV All-Russian scientific and practical conference with international participation "Scientific creativity in the 21st century", April 2011. Proceeding .Annex to the magazine "In the world of scientific discovery". № 2. Publishing “Research and innovation center". P.86. ISSN 2072-0831. (in Russian).
17. Igor Saenko, Anton Nizhegorodov, Nikolay Kluchko. The need for protection of databases in modern society. III All-Russian scientific and practical conference with international participation.Modern studies of social problems: Proceeding. Issue 1. Krasnoyarsk, Research and innovation center, 2011. P.224-225. ISBN 978-5-904771-13-3. (in Russian).
18. Igor Saenko, Anton Nizhegorodov. The need to develop knowledge base protection systems // Сборник научных трудов SWorld. 2011. Т. 3. № 1. С. 76-77. // https://www.elibrary.ru/item.asp?id=17725455 (in Russian).
19. Igor Saenko, Anton Nizhegorodov, Nikolay Kluchko. Analysis of SQL injections as a form of program attack on databases. 66th Scientific and technical conference dedicated to the Day of radio. 19–29 April, 2011. Proceeding.Saint-Petersburg, 2011. P.87-88. (in Russian).
20. Igor Saenko, Faddey Skorik. Determination of operation scope permissibility for distributed computing. 66th Scientific and technical conference dedicated to the Day of radio. 19–29 April, 2011. Proceeding.Saint-Petersburg, 2011. P.88-89. (in Russian).
21. Igor Saenko, Sergey Kruglov, Anton Sidorov. Optimization method for scheme of role-based access to information. 66th Scientific and technical conference dedicated to the Day of radio. 19–29 April, 2011. Proceeding.Saint-Petersburg, 2011. P.85-86. (in Russian).
22. Igor Saenko, Ivan Morozov. The problem of information access control in advanced geographical information systems. 66th Scientific and technical conference dedicated to the Day of radio. 19–29 April, 2011. Proceeding.Saint-Petersburg, 2011. P.84-85. (in Russian).
23. Igor Saenko, Faddey Skorik, Andrey Shorov. Method of determining the scaling limitations of resources in the grid-systems. XI International scientific and technical conference “Intelligence and science”. (Zheleznovodsk, 28-29 April, 2011).Proceeding. Krasnoyarsk, Information center, 2011. P.133-134. ISBN 978-5-905284-08-3. (in Russian).
24. Igor Saenko, Sergey Ageev, Yury Sherstuk, Olga Polubelova. A conceptual framework for automating the management of protected multiservice networks // Problems of information security. Computer systems. 2011. No. 3. pp. 30-39. // https://elibrary.ru/item.asp?id=17077011 (in Russian).
25. Igor Saenko, Sergey Ageev. Basis of mathematical modeling of management tasks for protected multiservice networks. International Congress on Computer Science: Information Systems and Technologies. Proceedings of the International Congress CSIST'2011. Republic of Belarus, Minsk, October 31 – November 3, 2011. In 2 parts. Part 1. Edit.: S.V.Ablameyko et al. Minsk: BSU, 2011. P.282-287. ISBN 978-985-518-563-6. (in Russian).
26. Igor Saenko, Sergey Alyshev, Alexander Ersov, Vyacheslav Efimov, Ivan Morozov. Searching routes to move vehicles in convoys on the road network by serial method. Certificate about State registration of computer programs No. 2011617681. Registered in computer program register on Federal service for intellectual property, patents and trademarks 03.09.2011 г. (in Russian).
27. Igor Saenko, Elena Doynikova, Oleg Zadan. About the actual tasks of the management of the role-based information access systems in a single information space // Сборник научных трудов SWorld. 2011. Т. 3. № 3. С. 82-83. //https://www.elibrary.ru/item.asp?id=17082536 (in Russian).

2010

1. Igor Saenko, Yriy Nikitin. Conceptual modeling of control information access system in military geographic information systems // Information and Space. 2010. No. 3. pp. 76-78. // https://www.elibrary.ru/item.asp?id=22656436 (in Russian).
2. Igor Saenko, Mochamad Salami, Amer Al-Agbar. Method of determining the required accuracy of the representation of digital cartographic information in automated communication control systems. Information and Space. // Information and Space. 2010. No. 2. pp. 34-36. // https://www.elibrary.ru/item.asp?id=22651713 (in Russian).
3. Igor Saenko, Yan Kopchak, Sergey Kruglov. Optimization of discretionary access schemes to files in automated systems based on free software // Problems of information security. Computer systems. 2010. No. 3. pp. 22-26. // https://www.elibrary.ru/item.asp?id=15541124 (in Russian).
4. Igor Saenko, Igor Kotenko. Genetic Optimization of Access Control Schemes in Virtual Local Area Networks // Lecture Notes in Computer Science. 2010. Т. 6258 LNCS. С. 209-216. DOI: 10.1007/978-3-642-14706-7_16 // https://elibrary.ru/item.asp?id=16974173
5. Igor Kotenko, Igor Saenko, Rafael Yusupov. International Conference "Mathematical Methods, Models and Architectures for Computer Networks Security". Information Security. Inside. 2010. № 6, P.16-18. (in Russian).
6. Igor Saenko, Mochamad Salami. The conceptual model of information in multimedia databases. // In the world of scientific discoveries. 2010. No. 5-1 (11). pp. 102-104. // https://www.elibrary.ru/item.asp?id=15588279 (in Russian).
7. Igor Saenko, Mochamad Salami. A conceptual model of representation of multimedia information in databases // Collection of scientific papers based on the materials of the international scientific and practical conference. 2010. Vol. 4. No. 2. pp. 20-22. // https://www.elibrary.ru/item.asp?id=16893748 (in Russian).
8. Igor Saenko, S.Budilkin, V.Samokhin. The functional structure of a unified automated information system for university communications. Proc. of First All-Russian Conference "Information and communication technology - the main factor in implementing a quality management system of educational institutions on the basis of standard ISO». Chelyabinsk: "Education", 2010. P.32-36. (in Russian).
9. Igor Saenko, A.Nevrov, Mochamad Salami. Object-oriented data model for digital transport networks. I International Scientific and Practical Conference “Object Systems – 2010”. Proc.Rostov-on-Don, 2010. P.78-82. // https://www.elibrary.ru/item.asp?id=22901281 (in Russian).
10. Igor Saenko, A.Baranov. Optimization of discretionary access to files in the automated government systems based on free software. All-Russian Conference with international participation “Information technology based on free software”.Proc. Elec, 2010. Elec, 2010. P.37-43. (in Russian).
11. Igor Saenko, Mochamad Salami. Conceptual modeling of multimedia databases in automated systems of organizational type. 7-th All-Russian Conference “Measurement, Automation and Modeling in Industry and research” (MAMI-2010). Proc.Biisk, 2010. P.83-85. (in Russian).
12. Igor Saenko, Sergey Alyshev. Methods of finding optimal routes of vehicles in the special conditions. 7-th All-Russian Conference “Measurement, Automation and Modeling in Industry and research” (MAMI-2010). Proc.Biisk, 2010. P.17-20. (in Russian).
13. Igor Saenko, Sergey Alyshev. A parallel method for finding optimal routes for movement of vehicles in the special conditions. Scientific conference with the elements of a scientific school for young people “Parallel Computer Algebra”.Proc. Stavropol: Publishing and Information Centre "Fabula", 2010. P.344-349. ISBN 978-5-91903-007-2. (in Russian).
14. Igor Saenko, Anton Nizhegorodov. Analysis of SQL-injections as a form of software-based attacks on the databases. V All-Russian conference with international participation “Actual problems of modern science and education”.Proceedings. Vol. 2. Krasnoyarsk: Research and Innovation Centre, 2010. P.264-266. ISBN 978-5-904771-11-9. (in Russian).
15. Igor Saenko, Mochamad Salami. The method of object-oriented modeling of multimedia databases based on the transformation of entity-relationship diagram. V All-Russian conference with international participation “Actual problems of modern science and education”.Proceedings. Vol. 2. Krasnoyarsk: Research and Innovation Centre, 2010. P.266-269. ISBN 978-5-904771-11-9. (in Russian).
16. Igor Saenko, Oleg Pantyukhin, Mochamad Salami, Amer Al-Agbar. Genetic approach to solving the problem of choosing the location for the communication system to digital maps. III International Conference “Youth and Science: Reality and Future”. Nevinnomyssk, 2010. Proc.Volume V: Natural and applied sciences. P.398-400. ISBN 978-5-94812-091-1 (in Russian).
17. Igor Saenko, Oleg Pantyukhin, Yriy Nikitin. On the construction of a mathematical synthesis model of multilayer systems of access control to databases. III International Conference “Youth and Science: Reality and Future”. Nevinnomyssk, 2010. Proc.Volume V: Natural and applied sciences. P.400-402. ISBN 978-5-94812-091-1 (in Russian).
18. Igor Saenko, Amer Al-Agbar. Application of genetic algorithms to the problem of selecting the location of the company infrastructure on digital maps. II All-Russian Inter-University Conference “Science and education in the development of industrial, social and economic spheres of the Russian regions: Zvorykin reading”. Proc. Murom, 2010. P.153-155. (in Russian).
19. Igor Saenko, Yriy Nikitin. A mathematical synthesis model of access control systems in the production databases. II All-Russian Inter-University Conference “Science and education in the development of industrial, social and economic spheres of the Russian regions: Zvorykin reading”. Proc. Murom, 2010. P.151-153. (in Russian).
20. Igor Saenko, Yriy Nikitin, Oleg Pantyukhin. A mathematical synthesis model of the multilayer systems of access control to databases. 62-th Scientific Conference of the faculty, researchers and graduate students. Proc. SPbSUT. St.Pb, 2010. P.68-69. (in Russian).
21. Igor Saenko, Amer Al-Agbar, Oleg Pantyukhin. Method for estimating the properties of terrains to select the positions of a multi-channel radio with a digital cartographic. 62-th Scientific Conference of the faculty, researchers and graduate students. Proc. SPbSUT. St.Pb, 2010. P.70-71. (in Russian).
22. Igor Saenko, Sergey Alyshev, A.Nevrov, Mochamad Salami. Issues about a construction of object-oriented models of digital communications networks in the ACS. 65-th STC devoted to Radio Day.Proc. SPb, 2010. P.117-118. (in Russian).
23. Igor Saenko, Sergey Alyshev, A.Nevrov, Amer Al-Agbar. Approach to state estimation of complex objects of digital communication networks based on fuzzy logic. 65-th STC devoted to Radio Day. Proc. SPb, 2010. P.118-120. (in Russian).
24. Igor Saenko, Sergey Alyshev, A.Nevrov, Amer Al-Agbar. On the solution of choice a route based on digital maps. 65-th STC devoted to Radio Day.Proc. SPb, 2010. P.120-121. (in Russian).
25. Igor Saenko, Mochamad Salami. On the technology of constructing a multimedia databases of automated information systems. Regional Inter-University Students scientific and practical conference dedicated to the 65-year anniversary of Victory in Great Patriotic War “Recent trends and current trends of development of automated control systems”. Nizhnekamsk, 2010. P.129-130. (in Russian).
26. Igor Saenko, A.Baranov, Sergey Kruglov, Yriy Nikitin. The method of constructing schemes of role-base access control to information in the management systems databases. Regional Inter-University Students scientific and practical conference dedicated to the 65-year anniversary of Victory in Great Patriotic War “Recent trends and current trends of development of automated control systems”. Nizhnekamsk, 2010. P.84-86. (in Russian).
27. Igor Saenko, Amer Al-Agbar. Geoinformation decision-making support on placement in the area means of telecommunications infrastructure. International Conference “Actual problems of modern engineering and technology”. Proc. Lipetsk, 2010. P.88-89. (in Russian).
28. Igor Saenko, Sergey Alyshev, Oleg Pantyukhin. Automating the road transport movement planning in special circumstances through the application of GIS technologies. X International Conference “Intellect and Science”. Proc.Krasnoyarsk, 2010. ISBN 978-5-7638-2006-5. P.39-40. (in Russian).
29. Igor Saenko, A.Baranov, Sergey Kruglov. Genetic optimization of the role-based access control schemes based on accounting and processing of variable length "chromosomes". ХIX All-Russian Conference “Methods and technical tools of information security” (MTTIS 2010)”. Proceedings. St.Petersburg, Russia. July 5-10, 2010. P.22-23. (in Russian).
30. Igor Saenko. Conceptual synthesis model of the control access scheme to information in a heterogeneous protection environment". ХIX All-Russian Conference “Methods and technical tools of information security” (MTTIS 2010)”. Proceedings. St.Petersburg, Russia. July 5-10, 2010. P.21-22. (in Russian).
31. Igor Saenko, A.Sinyuk. Method for automated supply users of computer network identity data through open communication channels. ХIX All-Russian Conference “Methods and technical tools of information security” (MTTIS 2010)”. Proceedings. St.Petersburg, Russia. July 5-10, 2010. P.82-84. (in Russian).
32. Igor Saenko, Sergey Alyshev. On the choice of optimal routes for movement of vehicles under special conditions with the use of geographic information technology. International Conference “Actual problems of modern engineering and technology”. Proc. Lipetsk, 2010. P.88-89. (in Russian).
33. Igor Saenko, Ivan Morozov, Oleg Zhadan. Managing role-based access to automated systems for industrial purposes. International Conference “Actual problems of modern engineering and technology”. Proc. Lipetsk, 2010. P.90-91. (in Russian).
34. Igor Saenko, Sergey Alyshev. Search model of complex travel routes of vehicles under special conditions, based on GIS technologies. XII Saint-Petersburg International Conference “Regional informatics-2010” (“RI-2010”). Proceedings. St. Petersburg, October 20-22, 2010. P.204-205. ISBN 978-5-904031-99-2. (in Russian).
35. Igor Saenko, A.Nevrov. The integration of physical security systems based on object-oriented databases. XII Saint-Petersburg International Conference “Regional informatics-2010” (“RI-2010”). Proceedings. St. Petersburg, October 20-22, 2010. P.128-129. ISBN 978-5-904031-99-2. (in Russian).
36. Igor Saenko, Sergey Kruglov. Optimization technique of role-based access control schemes to data bases of information systems. XII Saint-Petersburg International Conference “Regional informatics-2010” (“RI-2010”). Proceedings. St. Petersburg, October 20-22, 2010. P.115-116. ISBN 978-5-904031-99-2. (in Russian).
37. Igor Saenko, Anton Nizhegorodov. Analysis of the state of development of database protection systems. XII Saint-Petersburg International Conference “Regional informatics-2010” (“RI-2010”). Proceedings. St. Petersburg, October 20-22, 2010. P.82. ISBN 78-5-904031-99-2. (in Russian).
38. Igor Saenko, Anton Nizhegorodov, A.Nikitin. Analysis of the domestic systems of database protection and their development prospects. International Conference “Innovative technologies in manufacturing, science and education”. Proc.Grozny, 2010. P.29-30. (in Russian).
39. I.V. Kotenko, I.B. Saenko, R.M. Yusupov. Analytical review of the reports of the international workshop "scientific analysis and policy support for cyber security" (SA&PS4CS 2010) // Proceedings of SPIIRAN. 2010. No. 2 (13). pp. 226-248. // https://elibrary.ru/item.asp?id=15561117 (in Russian).
40. I.V. Kotenko, I.B. Saenko, R.M. Yusupov. Analytical review of talks on the international conference "mathematical methods, models and architectures for computer network security" (MMM-ACNS-2010) // Proceedings of SPIIRAN. 2010. No. 2 (13). pp. 199-225. // https://elibrary.ru/item.asp?id=15561116 (in Russian).
41. S.A. Ageev, I.B. Saenko. Security management of protected multi-service networks for special purposes // Proceedings of SPIIRAN. 2010. No. 2 (13). pp. 182-198. // https://elibrary.ru/item.asp?id=15561115 (in Russian).
42. A.D. Sinyuk, I.B. Saenko. Network key formation protocol on open communication channels with errors // Proceedings of SPIIRAN. 2010. No. 3 (14). pp. 29-49. // https://elibrary.ru/item.asp?id=15565282 (in Russian).
43. I.B. Saenko, A.V. Nizhegorodov. Analysis of the state and prospects of development of database protection systems from unauthorized access // Collection of scientific papers on the materials of the international scientific and practical conference. 2010. Vol. 3. No. 4. pp. 79-81 // https://elibrary.ru/item.asp?id=16893713 (in Russian).
44. I.B. Saenko, A.A. Nevrov, M.Yu. Salami. Object-oriented modeling of databases of physical protection systems // Object systems. 2010. No. 2. pp. 24-27. // https://www.elibrary.ru/item.asp?id=22901301 (in Russian).

2009

1. Igor Saenko, Yuri Ovsyanikov, Dmitri Guzhva. The method of managing permissions in virtual local area networks using genetic algorithms // Proceedings of the Institute of Engineering Physics. 2009. No. 1 (11). pp. 2-6. // https://www.elibrary.ru/item.asp?id=15124088 (in Russian).
2. I.B. Saenko, A.Yu. Ivanov. Methodology of dynamic management of the structure of mobile distributed databases // Information and space. 2009. No. 2. pp. 132-138 // https://www.elibrary.ru/download/elibrary_12940055_79262978.pdf // https://elibrary.ru/item.asp?id=12940055 (in Russian).
3. I.B. Saenko, A.Yu. Ivanov. Methodology of dynamic management of the structure of mobile distributed databases // Information and space. 2009. No. 3. pp. 92-94.// https://www.elibrary.ru/download/elibrary_12940077_27859322.pdf // https://www.elibrary.ru/item.asp?id=12940077 (in Russian).

2004

1. M.V. Bochkov, I.V. Saenko. Polumarkovskaya model of adaptive protection of information from unauthorized access // Problems of information security. Computer systems. No. 1, 2004, pp. 14-20 (in Russian).

2002

1. M.V. Bochkov, V.A. Loginov, I.B. Saenko. Active audit of user actions in a secure network // Information protection. Confidential. 2002. No. 4-5. p. 94. (in Russian).

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