Antonio Pecchia

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 46

Top Venues

ARES

ISSRE Workshops

Future Gener. Comput. Syst.

DSN Workshops

University of Naples Federico II, Italy (PHD)

Education History

University of Naples Federico II, Italy

PHD

Publications

Marta Catillo, Antonio Pecchia, Antonio Repola, Umberto Villano
Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection. ARES (2024)
Marta Catillo, Antonio Pecchia, Umberto Villano
Successful intrusion detection with a single deep autoencoder: theory and practice. Softw. Qual. J. 32 (1) (2024)
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)
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) (2024)
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 (2023)
Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection. ARES (2023)
Marta Catillo, Antonio Pecchia, Umberto Villano
Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. CloudCom (2023)
Marta Catillo, Antonio Pecchia, Umberto Villano
Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? DSN-S (2023)
Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Microservices Monitoring with Event Logs and Black Box Execution Tracing. IEEE Trans. Serv. Comput. 15 (1) (2022)
Marta Catillo, Antonio Pecchia, Umberto Villano
AutoLog: Anomaly detection by deep autoencoding of system logs. Expert Syst. Appl. 191 (2022)
Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano
Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study. Softw. Qual. J. 30 (4) (2022)
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 (2022)
Marta Catillo, Antonio Pecchia, Umberto Villano
Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. QUATIC (2022)
Marta Catillo, Antonio Pecchia, Umberto Villano
Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding. ARES (2022)
Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs. J. Netw. Comput. Appl. 208 (2022)
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)
Marta Catillo, Antonio Pecchia, Massimiliano Rak, Umberto Villano
Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data. Comput. Secur. 108 (2021)
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)
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)
Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Microservices Monitoring with Event Logs and Black Box Execution Tracing. SERVICES (2021)
Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
An empirical analysis of error propagation in critical software systems. Empir. Softw. Eng. 25 (4) (2020)
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)
Marta Catillo, Antonio Pecchia, Umberto Villano
Towards a Framework for Improving Experiments on DoS Attacks. QUATIC (2020)
Antonio Pecchia, Stefano Russo, Santonu Sarkar
Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems. IEEE Trans. Serv. Comput. 13 (1) (2020)
Marta Catillo, Antonio Pecchia, Umberto Villano
Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server. ICTSS (2020)
Marcello Cinque, Christian Esposito, Antonio Pecchia
Security Log Analysis in Critical Industrial Systems Exploiting Game Theoretic Feature Selection and Evidence Combination. IEEE Trans. Ind. Informatics 16 (6) (2020)
Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Contextual filtering and prioritization of computer application logs for security situational awareness. Future Gener. Comput. Syst. 111 (2020)
Antonio Pecchia, Ingo Weber, Marcello Cinque, Yu Ma
Discovering process models for the analysis of application failures under uncertainty of event logs. Knowl. Based Syst. 189 (2020)
Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Discovering Hidden Errors from Application Log Traces with Process Mining. EDCC (2019)
Marcello Cinque, Raffaele Della Corte, Antonio Eliso, Antonio Pecchia
RT-CASEs: Container-Based Virtualization for Temporally Separated Mixed-Criticality Task Sets. ECRTS (2019)
Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Advancing Monitoring in Microservices Systems. ISSRE Workshops (2019)
Domenico Cotroneo, Andrea Paudice, Antonio Pecchia
Empirical Analysis and Validation of Security Alerts Filtering Techniques. IEEE Trans. Dependable Secur. Comput. 16 (5) (2019)
Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia
A framework for on-line timing error detection in software systems. Future Gener. Comput. Syst. 90 (2019)
Marcello Cinque, Domenico Cotroneo, Antonio Pecchia
Towards Cognitive Security Defense from Data. DSN (Supplements) (2019)
Mostafa Farshchi, Ingo Weber, Raffaele Della Corte, Antonio Pecchia, Marcello Cinque, Jean-Guy Schneider, John C. Grundy
Contextual Anomaly Detection for a Critical Industrial System Based on Logs and Metrics. EDCC (2018)
Marcello Cinque, Raffaele Della Corte, Raffaele Iorio, Antonio Pecchia
An Exploratory Study on Zeroconf Monitoring of Microservices Systems. EDCC (2018)
Marcello Cinque, Domenico Cotroneo, Antonio Pecchia
Challenges and Directions in Security Information and Event Management (SIEM). ISSRE Workshops (2018)
Roberto Pietrantuono, Pasqualina Potena, Antonio Pecchia, Daniel Rodríguez, Stefano Russo, Luis Fernández Sanz
Multiobjective Testing Resource Allocation Under Uncertainty. IEEE Trans. Evol. Comput. 22 (3) (2018)
Domenico Cotroneo, Karthik Pattabiraman, Antonio Pecchia
Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security. IEEE Trans. Dependable Secur. Comput. 15 (6) (2018)
Marcello Cinque, Antonio Pecchia
On the injection of hardware faults in virtualized multicore systems. J. Parallel Distributed Comput. 106 (2017)
Marcello Cinque, Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
Debugging-workflow-aware software reliability growth analysis. Softw. Test. Verification Reliab. 27 (7) (2017)
Marcello Cinque, Raffaele Della Corte, Antonio Pecchia
Entropy-Based Security Analytics: Measurements from a Critical Information System. DSN (2017)
Antonio Pecchia, Marcello Cinque, Veena B. Mendiratta
Measuring Resiliency through Field Data: Techniques, Tools and Challenges. DSN Workshops (2016)
Antonio Pecchia, Olivier Thonnard
Introduction to RSDA 2016. DSN Workshops (2016)
Domenico Cotroneo, Andrea Paudice, Antonio Pecchia
Automated root cause identification of security alerts: Evaluation in a SaaS Cloud. Future Gener. Comput. Syst. 56 (2016)
Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia
Characterizing Direct Monitoring Techniques in Software Systems. IEEE Trans. Reliab. 65 (4) (2016)
Antonio Pecchia, Marcello Cinque, Gabriella Carrozza, Domenico Cotroneo
Industry Practices and Event Logging: Assessment of a Critical Software Development Process. ICSE (2) (2015)
Stefano Avallone, Gabriella Carrozza, Marcello Cinque, Raffaele Della Corte, Antonio Marotta, Antonio Pecchia, Agostino Savignano
NAPOLI FUTURA: Novel Approaches for Protecting Critical Infrastructures from Cyber Attacks. ISSRE Workshops (2014)
Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia
Assessing Direct Monitoring Techniques to Analyze Failures of Critical Industrial Systems. ISSRE (2014)
Antonio Pecchia, Domenico Cotroneo, Rajeshwari Ganesan, Santonu Sarkar
Filtering Security Alerts for the Analysis of a Production SaaS Cloud. UCC (2014)
Marcello Cinque, Claudio Gaiani, Daniele De Stradis, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
On the Impact of Debugging on Software Reliability Growth Analysis: A Case Study. ICCSA (5) (2014)
Fabio Baccanico, Gabriella Carrozza, Marcello Cinque, Domenico Cotroneo, Antonio Pecchia, Agostino Savignano
Event Logging in an Industrial Development Process: Practices and Reengineering Challenges. ISSRE Workshops (2014)
Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia
What Logs Should You Look at When an Application Fails? Insights from an Industrial Case Study. DSN (2014)
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 (2014)
Domenico Cotroneo, Antonio Pecchia, Stefano Russo
Towards secure monitoring and control systems: Diversify! DSN (2013)
Catello Di Martino, Antonio Pecchia, Jon Stearley
Workshop on reliability and security data analysis RSDA 2013. DSN Workshops (2013)
Marcello Cinque, Domenico Cotroneo, Antonio Pecchia
Event Logs for the Analysis of Software Failures: A Rule-Based Approach. IEEE Trans. Software Eng. 39 (6) (2013)
As'ad Salkham, Antonio Pecchia, Nuno Silva
Design of a CDD-Based Fault Injection Framework for AUTOSAR Systems. SASSUR@SAFECOMP (2013)
Anna Lanzaro, Antonio Pecchia, Marcello Cinque, Domenico Cotroneo, Ricardo Barbosa, Nuno Silva
A Preliminary Fault Injection Framework for Evaluating Multicore Systems. SAFECOMP Workshops (2012)
As'ad Salkham, Antonio Pecchia, Nuno Silva
Assessing AUTOSAR Systems Using Fault Injection. ISSRE Workshops (2012)
Antonio Pecchia, Stefano Russo
Detection of Software Failures through Event Logs: An Experimental Study. ISSRE (2012)
Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
Criticality-Driven Component Integration in Complex Software Systems. SAFECOMP (2011)
Antonio Pecchia, Domenico Cotroneo, Zbigniew Kalbarczyk, Ravishankar K. Iyer
Improving Log-based Field Failure Data Analysis of multi-node computing systems. DSN (2011)
Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo
Architecture-Based Criticality Assessment of Software Systems. LADC (2011)
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)
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) (2010)
Marcello Cinque, Domenico Cotroneo, Roberto Natella, Antonio Pecchia
Assessing and improving the effectiveness of logs for the analysis of software faults. DSN (2010)
Gabriella Carrozza, Domenico Cotroneo, Roberto Natella, Antonio Pecchia, Stefano Russo
Memory leak analysis of mission-critical middleware. J. Syst. Softw. 83 (9) (2010)
Gabriella Carrozza, Domenico Cotroneo, Roberto Natella, Antonio Pecchia, Stefano Russo
An experiment in memory leak analysis with a mission-critical middleware for air traffic control. ISSRE Workshops (2008)

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Publication Activity (10 Years)

Top Topics

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Antonio Pecchia