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Igor Saenko 0001
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- affiliation: St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), Russia
- affiliation: St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russia
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2020 – today
- 2024
- [j17]Evgenia Novikova, Elena Fedorchenko
, Alexandr Danilov, Igor Saenko:
Dataset Generation Methodology: Towards Application of Machine Learning in Industrial Water Treatment Security. SN Comput. Sci. 5(4): 373 (2024) - 2023
- [j16]Igor V. Kotenko
Ensuring SDN Resilience under the Influence of Cyber Attacks: Combining Methods of Topological Transformation of Stochastic Networks, Markov Processes, and Neural Networks. Big Data Cogn. Comput. 7(2): 66 (2023) - [j15]Igor V. Kotenko
Intelligent state assessment of complex autonomous objects based on wavelet analysis. Eng. Appl. Artif. Intell. 126: 106869 (2023) - [c46]Evgenia Novikova
Towards Application of the Tabular Data Transformation to Images in the Intrusion Detection Tasks Using Deep Learning Techniques. IDC 2023: 85-100 - 2022
- [j14]Igor V. Kotenko
An approach for selecting countermeasures against harmful information based on uncertainty management. Comput. Sci. Inf. Syst. 19(1): 415-433 (2022) - [j13]Igor V. Kotenko
Ensuring the survivability of embedded computer networks based on early detection of cyber attacks by integrating fractal analysis and statistical methods. Microprocess. Microsystems 90: 104459 (2022) - [j12]Igor V. Kotenko
A Proactive Protection of Smart Power Grids against Cyberattacks on Service Data Transfer Protocols by Computational Intelligence Methods. Sensors 22(19): 7506 (2022) - [c45]Igor V. Kotenko, Igor Saenko:
Applying Machine Learning Methods to Detect Abnormal User Behavior in a University Data Center. IDC 2022: 13-22 - [c44]Igor Saenko
Towards Resilient and Efficient Big Data Storage: Evaluating a SIEM Repository Based on HDFS. PDP 2022: 290-297 - 2021
- [j11]Alexander Branitskiy
Applying machine learning and parallel data processing for attack detection in IoT. IEEE Trans. Emerg. Top. Comput. 9(4): 1642-1653 (2021) - [c43]Igor V. Kotenko, Vladimir Avramenko, Albert Malikov, Igor Saenko
An Approach to the Synthesis of a Neural Network System for Diagnosing Computer Incidents. IDC 2021: 407-416 - [c42]Igor V. Kotenko
A technique for early detection of cyberattacks using the traffic self-similarity property and a statistical approach. PDP 2021: 281-284 - [c41]Igor Saenko
Detecting Anomalous Behavior of Users of Data Centers Based on the Application of Artificial Neural Networks. RCAI 2021: 331-342 - [c40]Igor V. Kotenko
Situational Control of a Computer Network Security System in Conditions of Cyber Attacks. SIN 2021: 1-8 - [c39]Igor V. Kotenko, Oleg Lauta, Kseniya Kribel, Igor Saenko
LSTM Neural Networks for Detecting Anomalies Caused by Web Application Cyber Attacks. SoMeT 2021: 127-140 - 2020
- [j10]Igor V. Kotenko
The intelligent system for detection and counteraction of malicious and inappropriate information on the Internet. AI Commun. 33(1): 13-25 (2020) - [j9]Vyacheslav Efimov, Igor V. Kotenko, Igor Saenko:
Network Application-Layer Protocol Classification based on fuzzy Data and Neural Network Processing. Int. J. Comput. 19: 335-346 (2020) - [c38]Igor B. Parashchuk, Elena Doynikova
Selection of Countermeasures against Harmful Information based on the Assessment of Semantic Content of Information Objects in the Conditions of Uncertainty. INISTA 2020: 1-7 - [c37]Andrei Privalov, Ekaterina Skudneva, Igor V. Kotenko
Graph-based evaluation of probability of disclosing the network structure by targeted attacks. NOMS 2020: 1-6 - [c36]Igor V. Kotenko
Optimizing Secure Information Interaction in Distributed Computing Systems by the Sequential Concessions Method. PDP 2020: 429-432 - [c35]Igor V. Kotenko, Igor Saenko, Fadey Skorik:
Intelligent support for network administrator decisions based on combined neural networks. SIN 2020: 31:1-31:8 - [p1]Igor V. Kotenko, Igor Saenko, Alexander Branitskiy:
Machine Learning and Big Data Processing for Cybersecurity Data Analysis. Data Science in Cybersecurity and Cyberthreat Intelligence 2020: 61-85
2010 – 2019
- 2019
- [j8]Igor V. Kotenko
Hierarchical fuzzy situational networks for online decision-making: Application to telecommunication systems. Knowl. Based Syst. 185 (2019) - [c34]Igor Saenko
A role-base approach and a genetic algorithm for VLAN design in large critical infrastructures. GECCO (Companion) 2019: 1643-1650 - [c33]Alexander Branitskiy, Andrey Fedorchenko
An Approach to Intelligent Distributed Scanning and Analytical Processing of the Internet Inappropriate Information. IDAACS 2019: 146-151 - [c32]Lidiya Vitkova
An Approach to Creating an Intelligent System for Detecting and Countering Inappropriate Information on the Internet. IDC 2019: 244-254 - [c31]Igor V. Kotenko
Attack Detection in IoT Critical Infrastructures: A Machine Learning and Big Data Processing Approach. PDP 2019: 340-347 - [c30]Maxim Kolomeets
Access Control Visualization Using Triangular Matrices. PDP 2019: 348-355 - [c29]Igor V. Kotenko
Optimization of the cyber security system structure based on accounting of the prevented damage cost. SIN 2019: 7:1-7:8 - [c28]Igor V. Kotenko, Pavel Budko, Alexey Vinogradenko, Igor Saenko:
An Approach for Intelligent Evaluation of the State of Complex Autonomous Objects Based on the Wavelet Analysis. SoMeT 2019: 25-38 - 2018
- [j7]Igor V. Kotenko
Framework for Mobile Internet of Things Security Monitoring Based on Big Data Processing and Machine Learning. IEEE Access 6: 72714-72723 (2018) - [j6]Igor V. Kotenko, Igor Saenko, Alexander Branitskiy:
Applying Big Data Processing and Machine Learning Methods for Mobile Internet of Things Security Monitoring. J. Internet Serv. Inf. Secur. 8(3): 54-63 (2018) - [j5]Igor Saenko
Genetic Algorithms for Solving Problems of Access Control Design and Reconfiguration in Computer Networks. ACM Trans. Internet Techn. 18(3): 27:1-27:21 (2018) - [c27]Igor Saenko, Igor V. Kotenko
Genetic algorithms for role mining in critical infrastructure data spaces. GECCO (Companion) 2018: 1688-1695 - [c26]Igor V. Kotenko
Evolutionary Algorithms for Design of Virtual Private Networks. IDC 2018: 287-297 - [c25]Igor V. Kotenko
Applying Intelligent Agents for Anomaly Detection of Network Traffic in Internet of Things Networks. IOTAIS 2018: 123-129 - [c24]Igor V. Kotenko
Parallelization of Security Event Correlation Based on Accounting of Event Type Links. PDP 2018: 462-469 - [c23]Igor V. Kotenko
Analytical modeling and assessment of cyber resilience on the base of stochastic networks conversion. RNDM 2018: 1-8 - [c22]Igor V. Kotenko
Implementation of Intelligent Agents for Network Traffic and Security Risk Analysis in Cyber-Physical Systems. SIN 2018: 22:1-22:4 - [c21]Igor V. Kotenko
Monitoring and Counteraction to Malicious Influences in the Information Space of Social Networks. SocInfo (2) 2018: 159-167 - [c20]Igor V. Kotenko
Hierarchical Fuzzy Situational Networks for Online Decision Support in Distributed Cyber-Physical Systems. SoMeT 2018: 623-636 - 2017
- [j4]Igor V. Kotenko
Parallel big data processing system for security monitoring in Internet of Things networks. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 8(4): 60-74 (2017) - [c19]Igor Saenko
Administrating role-based access control by genetic algorithms. GECCO (Companion) 2017: 1463-1470 - [c18]Igor Saenko
Parallel Processing of Big Heterogeneous Data for Security Monitoring of IoT Networks. PDP 2017: 329-336 - 2016
- [c17]Igor Saenko
Using Genetic Algorithms for Design and Reconfiguration of RBAC Schemes. PrAISe@ECAI 2016: 4:1-4:9 - [c16]Igor Saenko
Detection of traffic anomalies in multi-service networks based on a fuzzy logical inference. IDC 2016: 79-88 - [c15]Igor Saenko
Reconfiguration of RBAC schemes by genetic algorithms. IDC 2016: 89-98 - [c14]Igor Saenko
Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States. ISNN 2016: 521-530 - [c13]Igor V. Kotenko
Assessment of Computer Network Resilience Under Impact of Cyber Attacks on the Basis of Stochastic Networks Conversion. MobiSec 2016: 107-117 - [c12]Igor V. Kotenko
An Approach to Aggregation of Security Events in Internet-of-Things Networks Based on Genetic Optimization. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016: 657-664 - 2015
- [j3]Igor V. Kotenko
Improved genetic algorithms for solving the optimisation tasks for design of access control schemes in computer networks. Int. J. Bio Inspired Comput. 7(2): 98-110 (2015) - [c11]Igor V. Kotenko
The Genetic Approach for Design of Virtual Private Networks. CSE 2015: 168-175 - [c10]Igor Saenko
Reconfiguration of Access Schemes in Virtual Networks of the Internet of Things by Genetic Algorithms. IDC 2015: 155-165 - [c9]Igor V. Kotenko
Countermeasure Security Risks Management in the Internet of Things Based on Fuzzy Logic Inference. TrustCom/BigDataSE/ISPA (1) 2015: 654-659 - 2014
- [j2]Igor Saenko, Igor V. Kotenko:
Design of Virtual Local Area Network Scheme Based on Genetic Optimization and Visual Analysis. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 5(4): 86-102 (2014) - [c8]Igor Saenko
A Genetic Approach for Virtual Computer Network Design. IDC 2014: 95-105 - 2013
- [j1]Igor V. Kotenko
Design and Implementation of a Hybrid Ontological-Relational Data Repository for SIEM Systems. Future Internet 5(3): 355-375 (2013) - [c7]Igor V. Kotenko
The Ontology of Metrics for Security Evaluation and Decision Support in SIEM Systems. ARES 2013: 638-645 - [c6]Igor V. Kotenko
Logical Inference Framework for Security Management in Geographical Information Systems. IF&GIS 2013: 203-218 - 2012
- [c5]Igor V. Kotenko
The Ontological Approach for SIEM Data Repository Implementation. GreenCom 2012: 761-766 - [c4]Igor Saenko
Design and Performance Evaluation of Improved Genetic Algorithm for Role Mining Problem. PDP 2012: 269-274 - [c3]Igor V. Kotenko, Olga Polubelova, Igor Saenko:
Data Repository for Security Information and Event Management in Service Infrastructures. SECRYPT 2012: 308-313 - 2011
- [c2]Igor Saenko
Genetic Algorithms for Role Mining Problem. PDP 2011: 646-650 - 2010
- [c1]Igor Saenko
Genetic Optimization of Access Control Schemes in Virtual Local Area Networks. MMM-ACNS 2010: 209-216
Coauthor Index
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