| 2026 | ICISSP | Similarity Is Not Enough: Issues with Adversarial Perturbations of Traffic Features against Intrusion Detection Systems. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2025 | EDCC | A Critique on the (Mis)Use of Feature-Space Attacks for Adversarial Machine Learning in NIDS. | Marta Catillo, Antonio Pecchia, Antonio Repola, Umberto Villano |
| 2025 | ICISSP | USB-IDS-TC: A Flow-Based Intrusion Detection Dataset of DoS Attacks in Different Network Scenarios. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2025 | WETICE | Topic Modeling for Graph-Based Analysis of Fake News Diffusion. | Pasquale Avella, Carmela Bernardo, Marta Catillo, Antonio Pecchia, Francesco Vasca, Umberto Villano |
| 2024 | AINA | DEFEDGE: Threat-Driven Security Testing and Proactive Defense Identification for Edge-Cloud Systems. | Valentina Casola, Marta Catillo, Alessandra De Benedictis, Felice Moretta, Antonio Pecchia, Massimiliano Rak, Umberto Villano |
| 2023 | CloudCom | Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2023 | DSN | Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2022 | QUATIC | Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2021 | DSN | USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation. | Marta Catillo, Andrea Del Vecchio, Luciano Ocone, Antonio Pecchia, Umberto Villano |
| 2021 | QUATIC | A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection. | Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano |
| 2021 | SERVICES | Microservices Monitoring with Event Logs and Black Box Execution Tracing. | Marcello Cinque, Raffaele Della Corte, Antonio Pecchia |
| 2020 | QUATIC | Towards a Framework for Improving Experiments on DoS Attacks. | Marta Catillo, Antonio Pecchia, Umberto Villano |
| 2019 | DSN | Towards Cognitive Security Defense from Data. | Marcello Cinque, Domenico Cotroneo, Antonio Pecchia |
| 2019 | ECRTS | RT-CASEs: Container-Based Virtualization for Temporally Separated Mixed-Criticality Task Sets. | Marcello Cinque, Raffaele Della Corte, Antonio Eliso, Antonio Pecchia |
| 2019 | EDCC | Discovering Hidden Errors from Application Log Traces with Process Mining. | Marcello Cinque, Raffaele Della Corte, Antonio Pecchia |
| 2019 | ISSRE | Advancing Monitoring in Microservices Systems. | Marcello Cinque, Raffaele Della Corte, Antonio Pecchia |
| 2018 | EDCC | An Exploratory Study on Zeroconf Monitoring of Microservices Systems. | Marcello Cinque, Raffaele Della Corte, Raffaele Iorio, Antonio Pecchia |
| 2018 | EDCC | Contextual Anomaly Detection for a Critical Industrial System Based on Logs and Metrics. | Mostafa Farshchi, Ingo Weber, Raffaele Della Corte, Antonio Pecchia, Marcello Cinque, Jean-Guy Schneider, John C. Grundy |
| 2018 | ISSRE | Challenges and Directions in Security Information and Event Management (SIEM). | Marcello Cinque, Domenico Cotroneo, Antonio Pecchia |
| 2017 | DSN | Entropy-Based Security Analytics: Measurements from a Critical Information System. | Marcello Cinque, Raffaele Della Corte, Antonio Pecchia |
| 2016 | DSN | Measuring Resiliency through Field Data: Techniques, Tools and Challenges. | Antonio Pecchia, Marcello Cinque, Veena B. Mendiratta |
| 2016 | DSN | Introduction to RSDA 2016. | Antonio Pecchia, Olivier Thonnard |
| 2015 | ICSE | Industry Practices and Event Logging: Assessment of a Critical Software Development Process. | Antonio Pecchia, Marcello Cinque, Gabriella Carrozza, Domenico Cotroneo |
| 2014 | DSN | What Logs Should You Look at When an Application Fails? Insights from an Industrial Case Study. | Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia |
| 2014 | ICCSA | On the Impact of Debugging on Software Reliability Growth Analysis: A Case Study. | Marcello Cinque, Claudio Gaiani, Daniele De Stradis, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo |
| 2014 | ISSRE | NAPOLI FUTURA: Novel Approaches for Protecting Critical Infrastructures from Cyber Attacks. | Stefano Avallone, Gabriella Carrozza, Marcello Cinque, Raffaele Della Corte, Antonio Marotta, Antonio Pecchia, Agostino Savignano |
| 2014 | ISSRE | Event Logging in an Industrial Development Process: Practices and Reengineering Challenges. | Fabio Baccanico, Gabriella Carrozza, Marcello Cinque, Domenico Cotroneo, Antonio Pecchia, Agostino Savignano |
| 2014 | ISSRE | Assessing Direct Monitoring Techniques to Analyze Failures of Critical Industrial Systems. | Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia |
| 2014 | UCC | Filtering Security Alerts for the Analysis of a Production SaaS Cloud. | Antonio Pecchia, Domenico Cotroneo, Rajeshwari Ganesan, Santonu Sarkar |
| 2013 | DSN | Towards secure monitoring and control systems: Diversify! | Domenico Cotroneo, Antonio Pecchia, Stefano Russo |
| 2013 | DSN | Workshop on reliability and security data analysis RSDA 2013. | Catello Di Martino, Antonio Pecchia, Jon Stearley |
| 2013 | SAFECOMP | Design of a CDD-Based Fault Injection Framework for AUTOSAR Systems. | As'ad Salkham, Antonio Pecchia, Nuno Silva |
| 2012 | ISSRE | Detection of Software Failures through Event Logs: An Experimental Study. | Antonio Pecchia, Stefano Russo |
| 2012 | ISSRE | Assessing AUTOSAR Systems Using Fault Injection. | As'ad Salkham, Antonio Pecchia, Nuno Silva |
| 2012 | SAFECOMP | A Preliminary Fault Injection Framework for Evaluating Multicore Systems. | Anna Lanzaro, Antonio Pecchia, Marcello Cinque, Domenico Cotroneo, Ricardo Barbosa, Nuno Silva |
| 2011 | DSN | Improving Log-based Field Failure Data Analysis of multi-node computing systems. | Antonio Pecchia, Domenico Cotroneo, Zbigniew Kalbarczyk, Ravishankar K. Iyer |
| 2011 | SAFECOMP | Criticality-Driven Component Integration in Complex Software Systems. | Antonio Pecchia, Roberto Pietrantuono, Stefano Russo |
| 2011 | SRDS | Identifying Compromised Users in Shared Computing Infrastructures: A Data-Driven Bayesian Network Approach. | Antonio Pecchia, Aashish Sharma, Zbigniew Kalbarczyk, Domenico Cotroneo, Ravishankar K. Iyer |
| 2010 | DSN | Assessing and improving the effectiveness of logs for the analysis of software faults. | Marcello Cinque, Domenico Cotroneo, Roberto Natella, Antonio Pecchia |
| 2008 | ISSRE | An experiment in memory leak analysis with a mission-critical middleware for air traffic control. | Gabriella Carrozza, Domenico Cotroneo, Roberto Natella, Antonio Pecchia, Stefano Russo |