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Antonio Pecchia
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2020 – today
- 2024
- [j25]Marta Catillo, Antonio Pecchia, Umberto Villano:
Exploring the effect of training-time randomness on the performance of deep neural networks for intrusion detection. Soft Comput. 28(3): 1957-1969 (2024) - [j24]Marta Catillo, Antonio Pecchia, Umberto Villano:
Successful intrusion detection with a single deep autoencoder: theory and practice. Softw. Qual. J. 32(1): 95-123 (2024) - [c43]Marta Catillo
, Antonio Pecchia
Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection. ARES 2024: 113:1-113:8 - [c42]Valentina Casola, Marta Catillo, Alessandra De Benedictis, Felice Moretta, Antonio Pecchia, Massimiliano Rak, Umberto Villano:
DEFEDGE: Threat-Driven Security Testing and Proactive Defense Identification for Edge-Cloud Systems. AINA (5) 2024: 79-88 - 2023
- [j23]Marta Catillo, Antonio Pecchia, Umberto Villano:
CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders. Comput. Secur. 129: 103210 (2023) - [c41]Marta Catillo
A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection. ARES 2023: 74:1-74:8 - [c40]Marta Catillo, Antonio Pecchia, Umberto Villano:
Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. CloudCom 2023: 208-215 - [c39]Marta Catillo, Antonio Pecchia, Umberto Villano:
Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? DSN-S 2023: 132-136 - 2022
- [j22]Marta Catillo
AutoLog: Anomaly detection by deep autoencoding of system logs. Expert Syst. Appl. 191: 116263 (2022) - [j21]Marta Catillo, Antonio Pecchia, Umberto Villano
No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation. J. Netw. Comput. Appl. 202: 103363 (2022) - [j20]Marcello Cinque, Raffaele Della Corte
Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs. J. Netw. Comput. Appl. 208: 103515 (2022) - [j19]Marta Catillo
Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study. Softw. Qual. J. 30(4): 955-981 (2022) - [j18]Marcello Cinque
Microservices Monitoring with Event Logs and Black Box Execution Tracing. IEEE Trans. Serv. Comput. 15(1): 294-307 (2022) - [c38]Marta Catillo, Antonio Pecchia, Umberto Villano:
Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding. ARES 2022: 90:1-90:7 - [c37]Marta Catillo
Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. QUATIC 2022: 223-238 - 2021
- [j17]Marta Catillo, Antonio Pecchia, Massimiliano Rak
Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data. Comput. Secur. 108: 102341 (2021) - [c36]Marta Catillo, Andrea Del Vecchio, Luciano Ocone, Antonio Pecchia, Umberto Villano:
USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation. DSN Workshops 2021: 1-6 - [c35]Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano:
On the Quality of Network Flow Records for IDS Evaluation: A Collaborative Filtering Approach. ICTSS 2021: 196-209 - [c34]Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano:
A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection. QUATIC 2021: 253-266 - [c33]Marcello Cinque, Raffaele Della Corte, Antonio Pecchia:
Microservices Monitoring with Event Logs and Black Box Execution Tracing. SERVICES 2021: 12 - 2020
- [j16]Marcello Cinque
An empirical analysis of error propagation in critical software systems. Empir. Softw. Eng. 25(4): 2450-2484 (2020) - [j15]Marcello Cinque
Contextual filtering and prioritization of computer application logs for security situational awareness. Future Gener. Comput. Syst. 111: 668-680 (2020) - [j14]Antonio Pecchia, Ingo Weber
Discovering process models for the analysis of application failures under uncertainty of event logs. Knowl. Based Syst. 189 (2020) - [j13]Marcello Cinque
Security Log Analysis in Critical Industrial Systems Exploiting Game Theoretic Feature Selection and Evidence Combination. IEEE Trans. Ind. Informatics 16(6): 3871-3880 (2020) - [j12]Antonio Pecchia
Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems. IEEE Trans. Serv. Comput. 13(1): 44-58 (2020) - [c32]Marta Catillo, Antonio Pecchia, Massimiliano Rak, Umberto Villano:
A case study on the representativeness of public DoS network traffic data for cybersecurity research. ARES 2020: 6:1-6:10 - [c31]Marta Catillo, Antonio Pecchia, Umberto Villano:
Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server. ICTSS 2020: 121-134 - [c30]Marta Catillo, Antonio Pecchia, Umberto Villano:
Towards a Framework for Improving Experiments on DoS Attacks. QUATIC 2020: 303-316
2010 – 2019
- 2019
- [j11]Marcello Cinque
A framework for on-line timing error detection in software systems. Future Gener. Comput. Syst. 90: 521-538 (2019) - [j10]Domenico Cotroneo
Empirical Analysis and Validation of Security Alerts Filtering Techniques. IEEE Trans. Dependable Secur. Comput. 16(5): 856-870 (2019) - [c29]Marcello Cinque
Towards Cognitive Security Defense from Data. DSN (Supplements) 2019: 11-12 - [c28]Marcello Cinque
RT-CASEs: Container-Based Virtualization for Temporally Separated Mixed-Criticality Task Sets. ECRTS 2019: 5:1-5:22 - [c27]Marcello Cinque
Discovering Hidden Errors from Application Log Traces with Process Mining. EDCC 2019: 137-140 - [c26]Marcello Cinque
Advancing Monitoring in Microservices Systems. ISSRE Workshops 2019: 122-123 - 2018
- [j9]Domenico Cotroneo
Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security. IEEE Trans. Dependable Secur. Comput. 15(6): 913-914 (2018) - [j8]Roberto Pietrantuono
Multiobjective Testing Resource Allocation Under Uncertainty. IEEE Trans. Evol. Comput. 22(3): 347-362 (2018) - [c25]Marcello Cinque
An Exploratory Study on Zeroconf Monitoring of Microservices Systems. EDCC 2018: 112-115 - [c24]Mostafa Farshchi, Ingo Weber, Raffaele Della Corte, Antonio Pecchia, Marcello Cinque
Contextual Anomaly Detection for a Critical Industrial System Based on Logs and Metrics. EDCC 2018: 140-143 - [c23]Marcello Cinque
Challenges and Directions in Security Information and Event Management (SIEM). ISSRE Workshops 2018: 95-99 - 2017
- [j7]Marcello Cinque
On the injection of hardware faults in virtualized multicore systems. J. Parallel Distributed Comput. 106: 50-61 (2017) - [j6]Marcello Cinque
Debugging-workflow-aware software reliability growth analysis. Softw. Test. Verification Reliab. 27(7) (2017) - [c22]Marcello Cinque
Entropy-Based Security Analytics: Measurements from a Critical Information System. DSN 2017: 379-390 - 2016
- [j5]Domenico Cotroneo, Andrea Paudice, Antonio Pecchia:
Automated root cause identification of security alerts: Evaluation in a SaaS Cloud. Future Gener. Comput. Syst. 56: 375-387 (2016) - [j4]Marcello Cinque
Characterizing Direct Monitoring Techniques in Software Systems. IEEE Trans. Reliab. 65(4): 1665-1681 (2016) - [c21]Antonio Pecchia, Olivier Thonnard:
Introduction to RSDA 2016. DSN Workshops 2016: 47 - [c20]Antonio Pecchia, Marcello Cinque
Measuring Resiliency through Field Data: Techniques, Tools and Challenges. DSN Workshops 2016: 265 - 2015
- [c19]Antonio Pecchia, Marcello Cinque
Industry Practices and Event Logging: Assessment of a Critical Software Development Process. ICSE (2) 2015: 169-178 - 2014
- [c18]Marcello Cinque
What Logs Should You Look at When an Application Fails? Insights from an Industrial Case Study. DSN 2014: 690-695 - [c17]Marcello Cinque
On the Impact of Debugging on Software Reliability Growth Analysis: A Case Study. ICCSA (5) 2014: 461-475 - [c16]Fabio Baccanico, Gabriella Carrozza, Marcello Cinque
Event Logging in an Industrial Development Process: Practices and Reengineering Challenges. ISSRE Workshops 2014: 10-13 - [c15]Stefano Avallone
NAPOLI FUTURA: Novel Approaches for Protecting Critical Infrastructures from Cyber Attacks. ISSRE Workshops 2014: 33-36 - [c14]Marcello Cinque
Assessing Direct Monitoring Techniques to Analyze Failures of Critical Industrial Systems. ISSRE 2014: 212-222 - [c13]Antonio Pecchia, Domenico Cotroneo, Rajeshwari Ganesan, Santonu Sarkar
Filtering Security Alerts for the Analysis of a Production SaaS Cloud. UCC 2014: 233-241 - [i1]Leonardo Aniello, Andrea Bondavalli, Andrea Ceccarelli, Claudio Ciccotelli, Marcello Cinque, Flavio Frattini, Antonella Guzzo, Antonio Pecchia, Andrea Pugliese, Leonardo Querzoni, Stefano Russo:
Big Data in Critical Infrastructures Security Monitoring: Challenges and Opportunities. CoRR abs/1405.0325 (2014) - 2013
- [j3]Marcello Cinque
Event Logs for the Analysis of Software Failures: A Rule-Based Approach. IEEE Trans. Software Eng. 39(6): 806-821 (2013) - [c12]Domenico Cotroneo, Antonio Pecchia, Stefano Russo
Towards secure monitoring and control systems: Diversify! DSN 2013: 1-2 - [c11]Catello Di Martino, Antonio Pecchia, Jon Stearley:
Workshop on reliability and security data analysis RSDA 2013. DSN Workshops 2013: 1-2 - [c10]As'ad Salkham, Antonio Pecchia, Nuno Silva:
Design of a CDD-Based Fault Injection Framework for AUTOSAR Systems. SASSUR@SAFECOMP 2013 - 2012
- [c9]As'ad Salkham, Antonio Pecchia, Nuno Silva:
Assessing AUTOSAR Systems Using Fault Injection. ISSRE Workshops 2012: 11-12 - [c8]Antonio Pecchia, Stefano Russo
Detection of Software Failures through Event Logs: An Experimental Study. ISSRE 2012: 31-40 - [c7]Anna Lanzaro, Antonio Pecchia, Marcello Cinque
A Preliminary Fault Injection Framework for Evaluating Multicore Systems. SAFECOMP Workshops 2012: 106-116 - 2011
- [b1]Antonio Pecchia:
On the use of event logs for the analysis of system failures. University of Naples Federico II, Italy, 2011 - [c6]Antonio Pecchia, Domenico Cotroneo, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Improving Log-based Field Failure Data Analysis of multi-node computing systems. DSN 2011: 97-108 - [c5]Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono
Architecture-Based Criticality Assessment of Software Systems. LADC 2011: 126-135 - [c4]Antonio Pecchia, Roberto Pietrantuono
Criticality-Driven Component Integration in Complex Software Systems. SAFECOMP 2011: 452-466 - [c3]Antonio Pecchia, Aashish Sharma, Zbigniew Kalbarczyk, Domenico Cotroneo, Ravishankar K. Iyer:
Identifying Compromised Users in Shared Computing Infrastructures: A Data-Driven Bayesian Network Approach. SRDS 2011: 127-136 - 2010
- [j2]Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
A Method to Support Fault Tolerance Design in Service Oriented Computing Systems. Int. J. Syst. Serv. Oriented Eng. 1(3): 75-89 (2010) - [j1]Gabriella Carrozza, Domenico Cotroneo, Roberto Natella
Memory leak analysis of mission-critical middleware. J. Syst. Softw. 83(9): 1556-1567 (2010) - [c2]Marcello Cinque
Assessing and improving the effectiveness of logs for the analysis of software faults. DSN 2010: 457-466
2000 – 2009
- 2008
- [c1]Gabriella Carrozza, Domenico Cotroneo, Roberto Natella
An experiment in memory leak analysis with a mission-critical middleware for air traffic control. ISSRE Workshops 2008: 1-6
Coauthor Index
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last updated on 2024-10-07 22:06 CEST by the dblp team
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