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 001 (ISSRE Workshops, 2008)

Assessing and improving the effectiveness of logs for the analysis of software faults. - Marcello Cinque; Domenico Cotroneo; Roberto Natella; Antonio Pecchia (DSN, 2010)

A Method to Support Fault Tolerance Design in Service Oriented Computing Systems. - Domenico Cotroneo; Antonio Pecchia; Roberto Pietrantuono; Stefano Russo 001 (Int. J. Syst. Serv. Oriented Eng., 2010)

Memory leak analysis of mission-critical middleware. - Gabriella Carrozza; Domenico Cotroneo; Roberto Natella; Antonio Pecchia; Stefano Russo 001 (J. Syst. Softw., 2010)

Improving Log-based Field Failure Data Analysis of multi-node computing systems. - Antonio Pecchia; Domenico Cotroneo; Zbigniew Kalbarczyk; Ravishankar K. Iyer (DSN, 2011)

Architecture-Based Criticality Assessment of Software Systems. - Domenico Cotroneo; Antonio Pecchia; Roberto Pietrantuono; Stefano Russo 001 (LADC, 2011)

Criticality-Driven Component Integration in Complex Software Systems. - Antonio Pecchia; Roberto Pietrantuono; Stefano Russo 001 (SAFECOMP, 2011)

Identifying Compromised Users in Shared Computing Infrastructures: A Data-Driven Bayesian Network Approach. - Antonio Pecchia; Aashish Sharma; Zbigniew Kalbarczyk; Domenico Cotroneo; Ravishankar K. Iyer (SRDS, 2011)

On the use of event logs for the analysis of system failures. - Antonio Pecchia (2011)

Detection of Software Failures through Event Logs: An Experimental Study. - Antonio Pecchia; Stefano Russo 001 (ISSRE, 2012)

Assessing AUTOSAR Systems Using Fault Injection. - As'ad Salkham; Antonio Pecchia; Nuno Silva (ISSRE Workshops, 2012)

A Preliminary Fault Injection Framework for Evaluating Multicore Systems. - Anna Lanzaro; Antonio Pecchia; Marcello Cinque; Domenico Cotroneo; Ricardo Barbosa 003; Nuno Silva (SAFECOMP Workshops, 2012)

Towards secure monitoring and control systems: Diversify! - Domenico Cotroneo; Antonio Pecchia; Stefano Russo 001 (DSN, 2013)

Workshop on reliability and security data analysis RSDA 2013. - Catello Di Martino; Antonio Pecchia; Jon Stearley (DSN Workshops, 2013)

Design of a CDD-Based Fault Injection Framework for AUTOSAR Systems. - As'ad Salkham; Antonio Pecchia; Nuno Silva (SASSUR@SAFECOMP, 2013)

Event Logs for the Analysis of Software Failures: A Rule-Based Approach. - Marcello Cinque; Domenico Cotroneo; Antonio Pecchia (IEEE Trans. Software Eng., 2013)

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 (DSN, 2014)

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 001 (ICCSA (5), 2014)

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 (ISSRE Workshops, 2014)

Event Logging in an Industrial Development Process: Practices and Reengineering Challenges. - Fabio Baccanico; Gabriella Carrozza; Marcello Cinque; Domenico Cotroneo; Antonio Pecchia; Agostino Savignano (ISSRE Workshops, 2014)

Assessing Direct Monitoring Techniques to Analyze Failures of Critical Industrial Systems. - Marcello Cinque; Domenico Cotroneo; Raffaele Della Corte; Antonio Pecchia (ISSRE, 2014)

Filtering Security Alerts for the Analysis of a Production SaaS Cloud. - Antonio Pecchia; Domenico Cotroneo; Rajeshwari Ganesan; Santonu Sarkar (UCC, 2014)

Big Data in Critical Infrastructures Security Monitoring: Challenges and Opportunities. - Leonardo Aniello; Andrea Bondavalli; Andrea Ceccarelli; Claudio Ciccotelli; Marcello Cinque; Flavio Frattini; Antonella Guzzo; Antonio Pecchia; Andrea Pugliese 001; Leonardo Querzoni; Stefano Russo 001 (CoRR, 2014)

Industry Practices and Event Logging: Assessment of a Critical Software Development Process. - Antonio Pecchia; Marcello Cinque; Gabriella Carrozza; Domenico Cotroneo (ICSE (2), 2015)

Measuring Resiliency through Field Data: Techniques, Tools and Challenges. - Antonio Pecchia; Marcello Cinque; Veena B. Mendiratta (DSN Workshops, 2016)

Introduction to RSDA 2016. - Antonio Pecchia; Olivier Thonnard (DSN Workshops, 2016)

Automated root cause identification of security alerts: Evaluation in a SaaS Cloud. - Domenico Cotroneo; Andrea Paudice; Antonio Pecchia (Future Gener. Comput. Syst., 2016)

Characterizing Direct Monitoring Techniques in Software Systems. - Marcello Cinque; Domenico Cotroneo; Raffaele Della Corte; Antonio Pecchia (IEEE Trans. Reliab., 2016)

Entropy-Based Security Analytics: Measurements from a Critical Information System. - Marcello Cinque; Raffaele Della Corte; Antonio Pecchia (DSN, 2017)

On the injection of hardware faults in virtualized multicore systems. - Marcello Cinque; Antonio Pecchia (J. Parallel Distributed Comput., 2017)

Debugging-workflow-aware software reliability growth analysis. - Marcello Cinque; Domenico Cotroneo; Antonio Pecchia; Roberto Pietrantuono; Stefano Russo 001 (Softw. Test. Verification Reliab., 2017)

An Exploratory Study on Zeroconf Monitoring of Microservices Systems. - Marcello Cinque; Raffaele Della Corte; Raffaele Iorio; Antonio Pecchia (EDCC, 2018)

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 (EDCC, 2018)

Challenges and Directions in Security Information and Event Management (SIEM). - Marcello Cinque; Domenico Cotroneo; Antonio Pecchia (ISSRE Workshops, 2018)

Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security. - Domenico Cotroneo; Karthik Pattabiraman; Antonio Pecchia (IEEE Trans. Dependable Secur. Comput., 2018)

Multiobjective Testing Resource Allocation Under Uncertainty. - Roberto Pietrantuono; Pasqualina Potena; Antonio Pecchia; Daniel Rodríguez 001; Stefano Russo 001; Luis Fernández Sanz (IEEE Trans. Evol. Comput., 2018)

Towards Cognitive Security Defense from Data. - Marcello Cinque; Domenico Cotroneo; Antonio Pecchia (DSN (Supplements), 2019)

RT-CASEs: Container-Based Virtualization for Temporally Separated Mixed-Criticality Task Sets. - Marcello Cinque; Raffaele Della Corte; Antonio Eliso; Antonio Pecchia (ECRTS, 2019)

Discovering Hidden Errors from Application Log Traces with Process Mining. - Marcello Cinque; Raffaele Della Corte; Antonio Pecchia (EDCC, 2019)

Advancing Monitoring in Microservices Systems. - Marcello Cinque; Raffaele Della Corte; Antonio Pecchia (ISSRE Workshops, 2019)

A framework for on-line timing error detection in software systems. - Marcello Cinque; Domenico Cotroneo; Raffaele Della Corte; Antonio Pecchia (Future Gener. Comput. Syst., 2019)

Empirical Analysis and Validation of Security Alerts Filtering Techniques. - Domenico Cotroneo; Andrea Paudice; Antonio Pecchia (IEEE Trans. Dependable Secur. Comput., 2019)

A case study on the representativeness of public DoS network traffic data for cybersecurity research. - Marta Catillo; Antonio Pecchia; Massimiliano Rak; Umberto Villano (ARES, 2020)

Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server. - Marta Catillo; Antonio Pecchia; Umberto Villano (ICTSS, 2020)

Towards a Framework for Improving Experiments on DoS Attacks. - Marta Catillo; Antonio Pecchia; Umberto Villano (QUATIC, 2020)

An empirical analysis of error propagation in critical software systems. - Marcello Cinque; Raffaele Della Corte; Antonio Pecchia (Empir. Softw. Eng., 2020)

Contextual filtering and prioritization of computer application logs for security situational awareness. - Marcello Cinque; Raffaele Della Corte; Antonio Pecchia (Future Gener. Comput. Syst., 2020)

Discovering process models for the analysis of application failures under uncertainty of event logs. - Antonio Pecchia; Ingo Weber; Marcello Cinque; Yu Ma 001 (Knowl. Based Syst., 2020)

Security Log Analysis in Critical Industrial Systems Exploiting Game Theoretic Feature Selection and Evidence Combination. - Marcello Cinque; Christian Esposito 001; Antonio Pecchia (IEEE Trans. Ind. Informatics, 2020)

Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems. - Antonio Pecchia; Stefano Russo 001; Santonu Sarkar (IEEE Trans. Serv. Comput., 2020)

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 (DSN Workshops, 2021)

On the Quality of Network Flow Records for IDS Evaluation: A Collaborative Filtering Approach. - Marta Catillo; Andrea Del Vecchio; Antonio Pecchia; Umberto Villano (ICTSS, 2021)

A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection. - Marta Catillo; Andrea Del Vecchio; Antonio Pecchia; Umberto Villano (QUATIC, 2021)

Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data. - Marta Catillo; Antonio Pecchia; Massimiliano Rak; Umberto Villano (Comput. Secur., 2021)

Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding. - Marta Catillo; Antonio Pecchia; Umberto Villano (ARES, 2022)

Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. - Marta Catillo; Antonio Pecchia; Umberto Villano (QUATIC, 2022)

AutoLog: Anomaly detection by deep autoencoding of system logs. - Marta Catillo; Antonio Pecchia; Umberto Villano (Expert Syst. Appl., 2022)

No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation. - Marta Catillo; Antonio Pecchia; Umberto Villano (J. Netw. Comput. Appl., 2022)

Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs. - Marcello Cinque; Raffaele Della Corte; Antonio Pecchia (J. Netw. Comput. Appl., 2022)

Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study. - Marta Catillo; Andrea Del Vecchio; Antonio Pecchia; Umberto Villano (Softw. Qual. J., 2022)

Microservices Monitoring with Event Logs and Black Box Execution Tracing. - Marcello Cinque; Raffaele Della Corte; Antonio Pecchia (IEEE Trans. Serv. Comput., 2022)

A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection. - Marta Catillo; Andrea Del Vecchio; Antonio Pecchia; Umberto Villano (ARES, 2023)

Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. - Marta Catillo; Antonio Pecchia; Umberto Villano (CloudCom, 2023)

Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? - Marta Catillo; Antonio Pecchia; Umberto Villano (DSN-S, 2023)

CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders. - Marta Catillo; Antonio Pecchia; Umberto Villano (Comput. Secur., 2023)

Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection. - Marta Catillo; Antonio Pecchia; Antonio Repola; Umberto Villano (ARES, 2024)

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 (AINA (5), 2024)

Bipartite Graph Modeling for the Analysis of Fake News Propagation. - Carmela Bernardo; Marta Catillo; Antonio Pecchia; Francesco Vasca; Umberto Villano (ASONAM (Workshops), 2024)

Exploring the effect of training-time randomness on the performance of deep neural networks for intrusion detection. - Marta Catillo; Antonio Pecchia; Umberto Villano (Soft Comput., 2024)

Successful intrusion detection with a single deep autoencoder: theory and practice. - Marta Catillo; Antonio Pecchia; Umberto Villano (Softw. Qual. J., 2024)

Detection of Adversarial Examples by Adversarial Training: A Study on the Suitability of FGSM for Hardening NIDS Against Problem-Space Attacks. - Marta Catillo; Antonio Pecchia; Umberto Villano (ARES (EU Projects Symposium Workshops 2), 2025)

A Critique on the (Mis)Use of Feature-Space Attacks for Adversarial Machine Learning in NIDS. - Marta Catillo; Antonio Pecchia; Antonio Repola; Umberto Villano (EDCC, 2025)

USB-IDS-TC: A Flow-Based Intrusion Detection Dataset of DoS Attacks in Different Network Scenarios. - Marta Catillo; Antonio Pecchia; Umberto Villano (ICISSP (1), 2025)

Topic Modeling for Graph-Based Analysis of Fake News Diffusion. - Pasquale Avella; Carmela Bernardo; Marta Catillo; Antonio Pecchia; Francesco Vasca; Umberto Villano (WETICE, 2025)

MultiCIDS: Anomaly-based collective intrusion detection by deep learning on IoT/CPS multivariate time series. - Marta Catillo; Antonio Pecchia; Umberto Villano (Internet Things, 2025)

SPREADSHOT: Analysis of fake news spreading through topic modeling and bipartite weighted graphs. - Carmela Bernardo; Marta Catillo; Antonio Pecchia; Francesco Vasca; Umberto Villano (Online Soc. Networks Media, 2025)