default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDAntonio Pecchia
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j25]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): 1957-1969 (2024)- [j24]Marta Catillo, Antonio Pecchia, Umberto Villano:
Successful intrusion detection with a single deep autoencoder: theory and practice. Softw. Qual. J. 32(1): 95-123 (2024) - [c43]Marta Catillo
, Antonio Pecchia, Antonio Repola, Umberto Villano:
Towards realistic problem-space adversarial attacks against machine learning in network intrusion detection. ARES 2024: 113:1-113:8 - [c42]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: 79-88 - 2023
- [j23]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: 103210 (2023) - [c41]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: 74:1-74:8 - [c40]Marta Catillo, Antonio Pecchia, Umberto Villano:
Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection. CloudCom 2023: 208-215 - [c39]Marta Catillo, Antonio Pecchia, Umberto Villano:
Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS? DSN-S 2023: 132-136 - 2022
- [j22]Marta Catillo, Antonio Pecchia, Umberto Villano:
AutoLog: Anomaly detection by deep autoencoding of system logs. Expert Syst. Appl. 191: 116263 (2022) - [j21]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: 103363 (2022) - [j20]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: 103515 (2022) - [j19]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): 955-981 (2022) - [j18]Marcello Cinque, Raffaele Della Corte, Antonio Pecchia:
Microservices Monitoring with Event Logs and Black Box Execution Tracing. IEEE Trans. Serv. Comput. 15(1): 294-307 (2022) - [c38]Marta Catillo, Antonio Pecchia, Umberto Villano:
Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding. ARES 2022: 90:1-90:7 - [c37]Marta Catillo, Antonio Pecchia, Umberto Villano:
Simpler Is Better: On the Use of Autoencoders for Intrusion Detection. QUATIC 2022: 223-238 - 2021
- [j17]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: 102341 (2021) - [c36]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: 1-6 - [c35]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: 196-209 - [c34]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: 253-266 - [c33]Marcello Cinque, Raffaele Della Corte, Antonio Pecchia:
Microservices Monitoring with Event Logs and Black Box Execution Tracing. SERVICES 2021: 12 - 2020
- [j16]Marcello Cinque, Raffaele Della Corte, Antonio Pecchia:
An empirical analysis of error propagation in critical software systems. Empir. Softw. Eng. 25(4): 2450-2484 (2020) - [j15]Marcello Cinque, Raffaele Della Corte, Antonio Pecchia:
Contextual filtering and prioritization of computer application logs for security situational awareness. Future Gener. Comput. Syst. 111: 668-680 (2020) - [j14]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) - [j13]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): 3871-3880 (2020) - [j12]Antonio Pecchia, Stefano Russo, Santonu Sarkar:
Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems. IEEE Trans. Serv. Comput. 13(1): 44-58 (2020) - [c32]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: 6:1-6:10 - [c31]Marta Catillo, Antonio Pecchia, Umberto Villano:
Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server. ICTSS 2020: 121-134 - [c30]Marta Catillo, Antonio Pecchia, Umberto Villano:
Towards a Framework for Improving Experiments on DoS Attacks. QUATIC 2020: 303-316
2010 – 2019
- 2019
- [j11]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: 521-538 (2019) - [j10]Domenico Cotroneo, Andrea Paudice, Antonio Pecchia:
Empirical Analysis and Validation of Security Alerts Filtering Techniques. IEEE Trans. Dependable Secur. Comput. 16(5): 856-870 (2019) - [c29]Marcello Cinque, Domenico Cotroneo, Antonio Pecchia:
Towards Cognitive Security Defense from Data. DSN (Supplements) 2019: 11-12 - [c28]Marcello Cinque, Raffaele Della Corte, Antonio Eliso, Antonio Pecchia:
RT-CASEs: Container-Based Virtualization for Temporally Separated Mixed-Criticality Task Sets. ECRTS 2019: 5:1-5:22 - [c27]Marcello Cinque, Raffaele Della Corte, Antonio Pecchia:
Discovering Hidden Errors from Application Log Traces with Process Mining. EDCC 2019: 137-140 - [c26]Marcello Cinque, Raffaele Della Corte, Antonio Pecchia:
Advancing Monitoring in Microservices Systems. ISSRE Workshops 2019: 122-123 - 2018
- [j9]Domenico Cotroneo, Karthik Pattabiraman, Antonio Pecchia:
Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security. IEEE Trans. Dependable Secur. Comput. 15(6): 913-914 (2018) - [j8]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): 347-362 (2018) - [c25]Marcello Cinque, Raffaele Della Corte, Raffaele Iorio, Antonio Pecchia:
An Exploratory Study on Zeroconf Monitoring of Microservices Systems. EDCC 2018: 112-115 - [c24]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: 140-143 - [c23]Marcello Cinque, Domenico Cotroneo, Antonio Pecchia:
Challenges and Directions in Security Information and Event Management (SIEM). ISSRE Workshops 2018: 95-99 - 2017
- [j7]Marcello Cinque, Antonio Pecchia:
On the injection of hardware faults in virtualized multicore systems. J. Parallel Distributed Comput. 106: 50-61 (2017) - [j6]Marcello Cinque, Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo:
Debugging-workflow-aware software reliability growth analysis. Softw. Test. Verification Reliab. 27(7) (2017) - [c22]Marcello Cinque, Raffaele Della Corte, Antonio Pecchia:
Entropy-Based Security Analytics: Measurements from a Critical Information System. DSN 2017: 379-390 - 2016
- [j5]Domenico Cotroneo, Andrea Paudice, Antonio Pecchia:
Automated root cause identification of security alerts: Evaluation in a SaaS Cloud. Future Gener. Comput. Syst. 56: 375-387 (2016) - [j4]Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia:
Characterizing Direct Monitoring Techniques in Software Systems. IEEE Trans. Reliab. 65(4): 1665-1681 (2016) - [c21]Antonio Pecchia, Olivier Thonnard:
Introduction to RSDA 2016. DSN Workshops 2016: 47 - [c20]Antonio Pecchia, Marcello Cinque, Veena B. Mendiratta:
Measuring Resiliency through Field Data: Techniques, Tools and Challenges. DSN Workshops 2016: 265 - 2015
- [c19]Antonio Pecchia, Marcello Cinque, Gabriella Carrozza, Domenico Cotroneo:
Industry Practices and Event Logging: Assessment of a Critical Software Development Process. ICSE (2) 2015: 169-178 - 2014
- [c18]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: 690-695 - [c17]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: 461-475 - [c16]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: 10-13 - [c15]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: 33-36 - [c14]Marcello Cinque, Domenico Cotroneo, Raffaele Della Corte, Antonio Pecchia:
Assessing Direct Monitoring Techniques to Analyze Failures of Critical Industrial Systems. ISSRE 2014: 212-222 - [c13]Antonio Pecchia, Domenico Cotroneo, Rajeshwari Ganesan, Santonu Sarkar:
Filtering Security Alerts for the Analysis of a Production SaaS Cloud. UCC 2014: 233-241 - [i1]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 abs/1405.0325 (2014) - 2013
- [j3]Marcello Cinque, Domenico Cotroneo, Antonio Pecchia:
Event Logs for the Analysis of Software Failures: A Rule-Based Approach. IEEE Trans. Software Eng. 39(6): 806-821 (2013) - [c12]Domenico Cotroneo, Antonio Pecchia, Stefano Russo:
Towards secure monitoring and control systems: Diversify! DSN 2013: 1-2 - [c11]Catello Di Martino, Antonio Pecchia, Jon Stearley:
Workshop on reliability and security data analysis RSDA 2013. DSN Workshops 2013: 1-2 - [c10]As'ad Salkham, Antonio Pecchia, Nuno Silva:
Design of a CDD-Based Fault Injection Framework for AUTOSAR Systems. SASSUR@SAFECOMP 2013 - 2012
- [c9]As'ad Salkham, Antonio Pecchia, Nuno Silva:
Assessing AUTOSAR Systems Using Fault Injection. ISSRE Workshops 2012: 11-12 - [c8]Antonio Pecchia, Stefano Russo:
Detection of Software Failures through Event Logs: An Experimental Study. ISSRE 2012: 31-40 - [c7]Anna Lanzaro, Antonio Pecchia, Marcello Cinque, Domenico Cotroneo, Ricardo Barbosa, Nuno Silva:
A Preliminary Fault Injection Framework for Evaluating Multicore Systems. SAFECOMP Workshops 2012: 106-116 - 2011
- [b1]Antonio Pecchia:
On the use of event logs for the analysis of system failures. University of Naples Federico II, Italy, 2011 - [c6]Antonio Pecchia, Domenico Cotroneo, Zbigniew Kalbarczyk, Ravishankar K. Iyer:
Improving Log-based Field Failure Data Analysis of multi-node computing systems. DSN 2011: 97-108 - [c5]Domenico Cotroneo, Antonio Pecchia, Roberto Pietrantuono, Stefano Russo:
Architecture-Based Criticality Assessment of Software Systems. LADC 2011: 126-135 - [c4]Antonio Pecchia, Roberto Pietrantuono, Stefano Russo:
Criticality-Driven Component Integration in Complex Software Systems. SAFECOMP 2011: 452-466 - [c3]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: 127-136 - 2010
- [j2]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): 75-89 (2010) - [j1]Gabriella Carrozza, Domenico Cotroneo, Roberto Natella, Antonio Pecchia, Stefano Russo:
Memory leak analysis of mission-critical middleware. J. Syst. Softw. 83(9): 1556-1567 (2010) - [c2]Marcello Cinque, Domenico Cotroneo, Roberto Natella, Antonio Pecchia:
Assessing and improving the effectiveness of logs for the analysis of software faults. DSN 2010: 457-466
2000 – 2009
- 2008
- [c1]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: 1-6
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 21:14 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
