Antonio Pecchia

79 papers A 7B 8C 4Misc 8Journal 28Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Similarity Is Not Enough: Issues with Adversarial Perturbations of Traffic Features against Intrusion Detection Systems. ICISSP (1) Marta Catillo, Antonio Pecchia, Umberto Villano
2025	Misc	`conf`	A Critique on the (Mis)Use of Feature-Space Attacks for Adversarial Machine Learning in NIDS. EDCC Marta Catillo, Antonio Pecchia, Antonio Repola, Umberto Villano
2025	—	`conf`	Detection of Adversarial Examples by Adversarial Training: A Study on the Suitability of FGSM for Hardening NIDS Against Problem-Space Attacks. ARES (EU Projects Symposium Workshops 2) Marta Catillo, Antonio Pecchia, Umberto Villano
2025	—	`conf`	Effects of topic modeling uncertainty on SPREADSHOT fake news diffusion analyses. SNAMS Carmela Bernardo, Pasquale Avella, Marta Catillo, Antonio Pecchia, Francesco Vasca, Umberto Villano
2025	J	`jnl`	MultiCIDS: Anomaly-based collective intrusion detection by deep learning on IoT/CPS multivariate time series. Internet Things Marta Catillo, Antonio Pecchia, Umberto Villano
2025	J	`jnl`	SPREADSHOT: Analysis of fake news spreading through topic modeling and bipartite weighted graphs. Online Soc. Networks Media Carmela Bernardo, Marta Catillo, Antonio Pecchia, Francesco Vasca, Umberto Villano
2025	C	`conf`	Topic Modeling for Graph-Based Analysis of Fake News Diffusion. WETICE Pasquale Avella, Carmela Bernardo, Marta Catillo, Antonio Pecchia, Francesco Vasca, Umberto Villano
2025	—	`conf`	USB-IDS-TC: A Flow-Based Intrusion Detection Dataset of DoS Attacks in Different Network Scenarios. ICISSP (1) Marta Catillo, Antonio Pecchia, Umberto Villano
2024	—	`conf`	Bipartite Graph Modeling for the Analysis of Fake News Propagation. ASONAM (Workshops) Carmela Bernardo, Marta Catillo, Antonio Pecchia, Francesco Vasca, Umberto Villano
2024	—	`conf`	DEFEDGE: Threat-Driven Security Testing and Proactive Defense Identification for Edge-Cloud Systems. AINA (5) Valentina Casola, Marta Catillo, Alessandra De Benedictis, Felice Moretta, Antonio Pecchia, Massimiliano Rak, Umberto Villano
2024	J	`jnl`	Exploring the effect of training-time randomness on the performance of deep neural networks for intrusion detection. Soft Comput. Marta Catillo, Antonio Pecchia, Umberto Villano
2024	J	`jnl`	Successful intrusion detection with a single deep autoencoder: theory and practice. Softw. Qual. J. Marta Catillo, Antonio Pecchia, Umberto Villano
2024	B	`conf`	Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection. ARES Marta Catillo, Antonio Pecchia, Antonio Repola, Umberto Villano
2023	B	`conf`	A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection. ARES Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
2023	J	`jnl`	CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders. Comput. Secur. Marta Catillo, Antonio Pecchia, Umberto Villano
2023	—	`conf`	Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? DSN-S Marta Catillo, Antonio Pecchia, Umberto Villano
2023	C	`conf`	Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. CloudCom Marta Catillo, Antonio Pecchia, Umberto Villano
2022	J	`jnl`	AutoLog: Anomaly detection by deep autoencoding of system logs. Expert Syst. Appl. Marta Catillo, Antonio Pecchia, Umberto Villano
2022	B	`conf`	Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding. ARES Marta Catillo, Antonio Pecchia, Umberto Villano
2022	J	`jnl`	Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs. J. Netw. Comput. Appl. Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
2022	J	`jnl`	Microservices Monitoring with Event Logs and Black Box Execution Tracing. IEEE Trans. Serv. Comput. Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
2022	J	`jnl`	No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation. J. Netw. Comput. Appl. Marta Catillo, Antonio Pecchia, Umberto Villano
2022	Misc	`conf`	Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. QUATIC Marta Catillo, Antonio Pecchia, Umberto Villano
2022	J	`jnl`	Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study. Softw. Qual. J. Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
2021	Misc	`conf`	A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection. QUATIC Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
2021	J	`jnl`	Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data. Comput. Secur. Marta Catillo, Antonio Pecchia, Massimiliano Rak, Umberto Villano
2021	B	`conf`	Microservices Monitoring with Event Logs and Black Box Execution Tracing. SERVICES Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
2021	C	`conf`	On the Quality of Network Flow Records for IDS Evaluation: A Collaborative Filtering Approach. ICTSS Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
2021	—	`conf`	USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation. DSN Workshops Marta Catillo, Andrea Del Vecchio, Luciano Ocone, Antonio Pecchia, Umberto Villano
2020	B	`conf`	A case study on the representativeness of public DoS network traffic data for cybersecurity research. ARES Marta Catillo, Antonio Pecchia, Massimiliano Rak, Umberto Villano
2020	J	`jnl`	An empirical analysis of error propagation in critical software systems. Empir. Softw. Eng. Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
2020	J	`jnl`	Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems. IEEE Trans. Serv. Comput. Antonio Pecchia, Stefano Russo, Santonu Sarkar
2020	J	`jnl`	Contextual filtering and prioritization of computer application logs for security situational awareness. Future Gener. Comput. Syst. Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
2020	J	`jnl`	Discovering process models for the analysis of application failures under uncertainty of event logs. Knowl. Based Syst. Antonio Pecchia, Ingo Weber, Marcello Cinque, Yu Ma
2020	C	`conf`	Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server. ICTSS Marta Catillo, Antonio Pecchia, Umberto Villano
2020	J	`jnl`	Security Log Analysis in Critical Industrial Systems Exploiting Game Theoretic Feature Selection and Evidence Combination. IEEE Trans. Ind. Informatics Marcello Cinque, Christian Esposito, Antonio Pecchia
2020	Misc	`conf`	Towards a Framework for Improving Experiments on DoS Attacks. QUATIC Marta Catillo, Antonio Pecchia, Umberto Villano
2019	J	`jnl`	A framework for on-line timing error detection in software systems. Future Gener. Comput. Syst. Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia
2019	—	`conf`	Advancing Monitoring in Microservices Systems. ISSRE Workshops Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
2019	Misc	`conf`	Discovering Hidden Errors from Application Log Traces with Process Mining. EDCC Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
2019	J	`jnl`	Empirical Analysis and Validation of Security Alerts Filtering Techniques. IEEE Trans. Dependable Secur. Comput. Domenico Cotroneo, Andrea Paudice, Antonio Pecchia
2019	B	`conf`	RT-CASEs: Container-Based Virtualization for Temporally Separated Mixed-Criticality Task Sets. ECRTS Marcello Cinque, Raffaele Della Corte, Antonio Eliso, Antonio Pecchia
2019	—	`conf`	Towards Cognitive Security Defense from Data. DSN (Supplements) Marcello Cinque, Domenico Cotroneo, Antonio Pecchia
2018	Misc	`conf`	An Exploratory Study on Zeroconf Monitoring of Microservices Systems. EDCC Marcello Cinque, Raffaele Della Corte, Raffaele Iorio, Antonio Pecchia
2018	—	`conf`	Challenges and Directions in Security Information and Event Management (SIEM). ISSRE Workshops Marcello Cinque, Domenico Cotroneo, Antonio Pecchia
2018	Misc	`conf`	Contextual Anomaly Detection for a Critical Industrial System Based on Logs and Metrics. EDCC Mostafa Farshchi, Ingo Weber, Raffaele Della Corte, Antonio Pecchia, Marcello Cinque, Jean-Guy Schneider, John C. Grundy
2018	J	`jnl`	Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security. IEEE Trans. Dependable Secur. Comput. Domenico Cotroneo, Karthik Pattabiraman, Antonio Pecchia
2018	J	`jnl`	Multiobjective Testing Resource Allocation Under Uncertainty. IEEE Trans. Evol. Comput. Roberto Pietrantuono, Pasqualina Potena, Antonio Pecchia, Daniel Rodríguez, Stefano Russo, Luis Fernández-Sanz
2017	J	`jnl`	Debugging-workflow-aware software reliability growth analysis. Softw. Test. Verification Reliab. Marcello Cinque, Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
2017	A	`conf`	Entropy-Based Security Analytics: Measurements from a Critical Information System. DSN Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
2017	J	`jnl`	On the injection of hardware faults in virtualized multicore systems. J. Parallel Distributed Comput. Marcello Cinque, Antonio Pecchia
2016	J	`jnl`	Automated root cause identification of security alerts: Evaluation in a SaaS Cloud. Future Gener. Comput. Syst. Domenico Cotroneo, Andrea Paudice, Antonio Pecchia
2016	J	`jnl`	Characterizing Direct Monitoring Techniques in Software Systems. IEEE Trans. Reliab. Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia
2016	—	`conf`	Introduction to RSDA 2016. DSN Workshops Antonio Pecchia, Olivier Thonnard
2016	—	`conf`	Measuring Resiliency through Field Data: Techniques, Tools and Challenges. DSN Workshops Antonio Pecchia, Marcello Cinque, Veena B. Mendiratta
2015	—	`conf`	Industry Practices and Event Logging: Assessment of a Critical Software Development Process. ICSE (2) Antonio Pecchia, Marcello Cinque, Gabriella Carrozza, Domenico Cotroneo
2014	A	`conf`	Assessing Direct Monitoring Techniques to Analyze Failures of Critical Industrial Systems. ISSRE Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia
2014	J	`jnl`	Big Data in Critical Infrastructures Security Monitoring: Challenges and Opportunities. CoRR Leonardo Aniello, Andrea Bondavalli, Andrea Ceccarelli, Claudio Ciccotelli, Marcello Cinque, Flavio Frattini, Antonella Guzzo, Antonio Pecchia, Andrea Pugliese, Leonardo Querzoni, Stefano Russo
2014	—	`conf`	Event Logging in an Industrial Development Process: Practices and Reengineering Challenges. ISSRE Workshops Fabio Baccanico, Gabriella Carrozza, Marcello Cinque, Domenico Cotroneo, Antonio Pecchia, Agostino Savignano
2014	Misc	`conf`	Filtering Security Alerts for the Analysis of a Production SaaS Cloud. UCC Antonio Pecchia, Domenico Cotroneo, Rajeshwari Ganesan, Santonu Sarkar
2014	—	`conf`	NAPOLI FUTURA: Novel Approaches for Protecting Critical Infrastructures from Cyber Attacks. ISSRE Workshops Stefano Avallone, Gabriella Carrozza, Marcello Cinque, Raffaele Della Corte, Antonio Marotta, Antonio Pecchia, Agostino Savignano
2014	—	`conf`	On the Impact of Debugging on Software Reliability Growth Analysis: A Case Study. ICCSA (5) Marcello Cinque, Claudio Gaiani, Daniele De Stradis, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
2014	A	`conf`	What Logs Should You Look at When an Application Fails? Insights from an Industrial Case Study. DSN Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia
2013	—	`conf`	Design of a CDD-Based Fault Injection Framework for AUTOSAR Systems. SASSUR@SAFECOMP As'ad Salkham, Antonio Pecchia, Nuno Silva
2013	J	`jnl`	Event Logs for the Analysis of Software Failures: A Rule-Based Approach. IEEE Trans. Software Eng. Marcello Cinque, Domenico Cotroneo, Antonio Pecchia
2013	A	`conf`	Towards secure monitoring and control systems: Diversify! DSN Domenico Cotroneo, Antonio Pecchia, Stefano Russo
2013	—	`conf`	Workshop on reliability and security data analysis RSDA 2013. DSN Workshops Catello Di Martino, Antonio Pecchia, Jon Stearley
2012	—	`conf`	A Preliminary Fault Injection Framework for Evaluating Multicore Systems. SAFECOMP Workshops Anna Lanzaro, Antonio Pecchia, Marcello Cinque, Domenico Cotroneo, Ricardo Barbosa, Nuno Silva
2012	—	`conf`	Assessing AUTOSAR Systems Using Fault Injection. ISSRE Workshops As'ad Salkham, Antonio Pecchia, Nuno Silva
2012	A	`conf`	Detection of Software Failures through Event Logs: An Experimental Study. ISSRE Antonio Pecchia, Stefano Russo
2011	—	`conf`	Architecture-Based Criticality Assessment of Software Systems. LADC Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
2011	B	`conf`	Criticality-Driven Component Integration in Complex Software Systems. SAFECOMP Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
2011	B	`conf`	Identifying Compromised Users in Shared Computing Infrastructures: A Data-Driven Bayesian Network Approach. SRDS Antonio Pecchia, Aashish Sharma, Zbigniew Kalbarczyk, Domenico Cotroneo, Ravishankar K. Iyer
2011	A	`conf`	Improving Log-based Field Failure Data Analysis of multi-node computing systems. DSN Antonio Pecchia, Domenico Cotroneo, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2011	—	`—`	On the use of event logs for the analysis of system failures. Antonio Pecchia
2010	J	`jnl`	A Method to Support Fault Tolerance Design in Service Oriented Computing Systems. Int. J. Syst. Serv. Oriented Eng. Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
2010	A	`conf`	Assessing and improving the effectiveness of logs for the analysis of software faults. DSN Marcello Cinque, Domenico Cotroneo, Roberto Natella, Antonio Pecchia
2010	J	`jnl`	Memory leak analysis of mission-critical middleware. J. Syst. Softw. Gabriella Carrozza, Domenico Cotroneo, Roberto Natella, Antonio Pecchia, Stefano Russo
2008	—	`conf`	An experiment in memory leak analysis with a mission-critical middleware for air traffic control. ISSRE Workshops Gabriella Carrozza, Domenico Cotroneo, Roberto Natella, Antonio Pecchia, Stefano Russo