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Antonio Pecchia

Observed names: A. Pecchia, Pecchia, A., Pecchia, Antonio
ORCID: 0000-0003-2869-8423
Observed ORCID: 0000-0003-2869-8423
OpenAlex ID: A5028725987
Event Logs for the Analysis of Software Failures: A Rule-Based Approach
2012 · Marcello Cinque, Domenico Cotroneo, et al. · IEEE Transactions on Software Engineering · 134
AutoLog: Anomaly detection by deep autoencoding of system logs
2021 · Marta Catillo, Antonio Pecchia, et al. · Expert Systems with Applications · 110
Industry Practices and Event Logging: Assessment of a Critical Software Development Process
2015 · Antonio Pecchia, Marcello Cinque, et al. · ACM/IEEE International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · 103
CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders
2023 · Marta Catillo, Antonio Pecchia, et al. · Computers & Security · 99
Microservices Monitoring with Event Logs and Black Box Execution Tracing
2019 · Marcello Cinque, Raffaele Della Corte, et al. · IEEE Transactions on Services Computing · 71
Improving Log-based Field Failure Data Analysis of multi-node computing systems
2011 · Antonio Pecchia, Domenico Cotroneo, et al. · International Conference on Dependable Systems & Networks/Proceedings · 65
Challenges and Directions in Security Information and Event Management (SIEM)
2018 · Marcello Cinque, Domenico Cotroneo, et al. · IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) · 59
A Deep Learning Method for Lightweight and Cross-Device IoT Botnet Detection
2023 · Marta Catillo, Antonio Pecchia, et al. · Applied Sciences · 57
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Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study
2022 · Marta Catillo, Andrea Del Vecchio, et al. · Software Quality Journal · 45
Memory leak analysis of mission-critical middleware
2010 · G. Carrozza, D. Cotroneo, et al. · Journal of Systems and Software · 39
Assessing and improving the effectiveness of logs for the analysis of software faults
2010 · Marcello Cinque, Domenico Cotroneo, et al. · International Conference on Dependable Systems & Networks/Proceedings · 37
Contextual filtering and prioritization of computer application logs for security situational awareness
2019 · Marcello Cinque, Raffaele Della Corte, et al. · Future Generation Computer Systems · 36
Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data
2021 · Marta Catillo, Antonio Pecchia, et al. · Computers & Security · 34
Automated root cause identification of security alerts: Evaluation in a SaaS Cloud
2015 · Domenico Cotroneo, Andrea Paudice, et al. · Future Generation Computer Systems · 33
Identifying Compromised Users in Shared Computing Infrastructures: A Data-Driven Bayesian Network Approach
2011 · Antonio Pecchia, Aashish Sharma, et al. · IEEE Symposium on Reliable Distributed Systems (SRDS) · 33
Detection of Software Failures through Event Logs: An Experimental Study
2012 · Antonio Pecchia, Stefano Russo · Proceedings/Proceedings - International Symposium on Software Reliability Engineering · 31
Assessing Direct Monitoring Techniques to Analyze Failures of Critical Industrial Systems
2014 · Marcello Cinque, Domenico Cotroneo, et al. · Proceedings/Proceedings - International Symposium on Software Reliability Engineering · 25
Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs
2022 · Marcello Cinque, Raffaele Della Corte, et al. · Journal of Network and Computer Applications · 24
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Discovering process models for the analysis of application failures under uncertainty of event logs
2019 · Antonio Pecchia, Ingo Weber, et al. · Knowledge-Based Systems · 24
A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection
2023 · Marta Catillo, Andrea Del Vecchio, et al. · International Conference on Availability, Reliability and Security (ARES) · 22
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Contextual anomaly detection for a critical industrial system based on logs and metrics
2018 · Mostafa Farshchi, Ingo Weber, et al. · European Dependable Computing Conference · 21
Empirical Analysis and Validation of Security Alerts Filtering Techniques
2017 · Domenico Cotroneo, Andrea Paudice, et al. · IEEE Transactions on Dependable and Secure Computing · 21
A Logging Approach for Effective Dependability Evaluation of Complex Systems
2009 · M. Cinque, D. Cotroneo, et al. · International Conference on Dependability (DEPEND) · 21
Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS?
2023 · Marta Catillo, Antonio Pecchia, et al. · IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S) · 20
USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation
2021 · Marta Catillo, Andrea Del Vecchio, et al. · International Conference on Dependable Systems and Networks workshops · 20
Works count: 91
Citation count: 1,535
H-index: 21
I10-index: 41
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