Antonio Pecchia

Softw. Qual. J., March, 2024

Exploring the effect of training-time randomness on the performance of deep neural networks for intrusion detection.

[BibT_eX]

[DOI]

Soft Comput., February, 2024

DEFEDGE: Threat-Driven Security Testing and Proactive Defense Identification for Edge-Cloud Systems.

[BibT_eX]

[DOI]

Valentina Casola

Alessandra De Benedictis

Proceedings of the Advanced Information Networking and Applications, 2024

2023

CPS-GUARD: Intrusion detection for cyber-physical systems and IoT devices using outlier-aware deep autoencoders.

[BibT_eX]

[DOI]

Comput. Secur., June, 2023

Machine Learning on Public Intrusion Datasets: Academic Hype or Concrete Advances in NIDS?

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

Traditional vs Federated Learning with Deep Autoencoders: a Study in IoT Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cloud Computing Technology and Science, 2023

A Case Study with CICIDS2017 on the Robustness of Machine Learning against Adversarial Attacks in Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

2022

Microservices Monitoring with Event Logs and Black Box Execution Tracing.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2022

Transferability of machine learning models learned from public intrusion detection datasets: the CICIDS2017 case study.

[BibT_eX]

[DOI]

Softw. Qual. J., 2022

Micro2vec: Anomaly detection in microservices systems by mining numeric representations of computer logs.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2022

No more DoS? An empirical study on defense techniques for web server Denial of Service mitigation.

[BibT_eX]

[DOI]

J. Netw. Comput. Appl., 2022

AutoLog: Anomaly detection by deep autoencoding of system logs.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

Simpler Is Better: On the Use of Autoencoders for Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the Quality of Information and Communications Technology, 2022

Botnet Detection in the Internet of Things through All-in-one Deep Autoencoding.

[BibT_eX]

[DOI]

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021

Demystifying the role of public intrusion datasets: A replication study of DoS network traffic data.

[BibT_eX]

[DOI]

Comput. Secur., 2021

A Critique on the Use of Machine Learning on Public Datasets for Intrusion Detection.

[BibT_eX]

[DOI]

Proceedings of the Quality of Information and Communications Technology, 2021

On the Quality of Network Flow Records for IDS Evaluation: A Collaborative Filtering Approach.

[BibT_eX]

[DOI]

Proceedings of the Testing Software and Systems, 2021

USB-IDS-1: a Public Multilayer Dataset of Labeled Network Flows for IDS Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021

2020

Assessing Invariant Mining Techniques for Cloud-Based Utility Computing Systems.

[BibT_eX]

[DOI]

Santonu Sarkar

IEEE Trans. Serv. Comput., 2020

Security Log Analysis in Critical Industrial Systems Exploiting Game Theoretic Feature Selection and Evidence Combination.

[BibT_eX]

[DOI]

Christian Esposito

IEEE Trans. Ind. Informatics, 2020

Discovering process models for the analysis of application failures under uncertainty of event logs.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Contextual filtering and prioritization of computer application logs for security situational awareness.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

An empirical analysis of error propagation in critical software systems.

[BibT_eX]

[DOI]

Empir. Softw. Eng., 2020

Towards a Framework for Improving Experiments on DoS Attacks.

[BibT_eX]

[DOI]

Proceedings of the Quality of Information and Communications Technology, 2020

Measurement-Based Analysis of a DoS Defense Module for an Open Source Web Server.

[BibT_eX]

[DOI]

Proceedings of the Testing Software and Systems, 2020

A case study on the representativeness of public DoS network traffic data for cybersecurity research.

[BibT_eX]

[DOI]

Proceedings of the ARES 2020: The 15th International Conference on Availability, 2020

2019

Empirical Analysis and Validation of Security Alerts Filtering Techniques.

[BibT_eX]

[DOI]

Andrea Paudice

IEEE Trans. Dependable Secur. Comput., 2019

A framework for on-line timing error detection in software systems.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Advancing Monitoring in Microservices Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

Discovering Hidden Errors from Application Log Traces with Process Mining.

[BibT_eX]

[DOI]

Proceedings of the 15th European Dependable Computing Conference, 2019

RT-CASEs: Container-Based Virtualization for Temporally Separated Mixed-Criticality Task Sets.

[BibT_eX]

[DOI]

Proceedings of the 31st Euromicro Conference on Real-Time Systems, 2019

Towards Cognitive Security Defense from Data.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

2018

Multiobjective Testing Resource Allocation Under Uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2018

Guest Editors' Introduction: Special Issue on Data-Driven Dependability and Security.

[BibT_eX]

[DOI]

Karthik Pattabiraman

IEEE Trans. Dependable Secur. Comput., 2018

Challenges and Directions in Security Information and Event Management (SIEM).

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018

Contextual Anomaly Detection for a Critical Industrial System Based on Logs and Metrics.

[BibT_eX]

[DOI]

Proceedings of the 14th European Dependable Computing Conference, 2018

An Exploratory Study on Zeroconf Monitoring of Microservices Systems.

[BibT_eX]

[DOI]

Proceedings of the 14th European Dependable Computing Conference, 2018

2017

Debugging-workflow-aware software reliability growth analysis.

[BibT_eX]

[DOI]

Softw. Test. Verification Reliab., 2017

On the injection of hardware faults in virtualized multicore systems.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2017

Entropy-Based Security Analytics: Measurements from a Critical Information System.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2017

2016

Characterizing Direct Monitoring Techniques in Software Systems.

[BibT_eX]

[DOI]

IEEE Trans. Reliab., 2016

Automated root cause identification of security alerts: Evaluation in a SaaS Cloud.

[BibT_eX]

[DOI]

Andrea Paudice

Future Gener. Comput. Syst., 2016

Introduction to RSDA 2016.

[BibT_eX]

[DOI]

Olivier Thonnard

Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016

Measuring Resiliency through Field Data: Techniques, Tools and Challenges.

[BibT_eX]

[DOI]

Veena B. Mendiratta

Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016

2015

Industry Practices and Event Logging: Assessment of a Critical Software Development Process.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

2014

Big Data in Critical Infrastructures Security Monitoring: Challenges and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2014

Filtering Security Alerts for the Analysis of a Production SaaS Cloud.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

Assessing Direct Monitoring Techniques to Analyze Failures of Critical Industrial Systems.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering, 2014

Event Logging in an Industrial Development Process: Practices and Reengineering Challenges.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014

NAPOLI FUTURA: Novel Approaches for Protecting Critical Infrastructures from Cyber Attacks.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Software Reliability Engineering Workshops, 2014

On the Impact of Debugging on Software Reliability Growth Analysis: A Case Study.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

What Logs Should You Look at When an Application Fails? Insights from an Industrial Case Study.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014

2013

Event Logs for the Analysis of Software Failures: A Rule-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2013

Design of a CDD-Based Fault Injection Framework for AUTOSAR Systems.

[BibT_eX]

[DOI]

As'ad Salkham

Nuno Silva

Proceedings of the SAFECOMP 2013, 2013

Workshop on reliability and security data analysis RSDA 2013.

[BibT_eX]

[DOI]

Catello Di Martino

Jon Stearley

Proceedings of the 43rd Annual IEEE/IFIP Conference on Dependable Systems and Networks Workshop, 2013

Towards secure monitoring and control systems: Diversify!

[BibT_eX]

[DOI]

Proceedings of the 2013 43rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2013

2012

A Preliminary Fault Injection Framework for Evaluating Multicore Systems.

[BibT_eX]

[DOI]

Proceedings of the Computer Safety, Reliability, and Security, 2012

Assessing AUTOSAR Systems Using Fault Injection.

[BibT_eX]

[DOI]

As'ad Salkham

Nuno Silva

Proceedings of the 23rd IEEE International Symposium on Software Reliability Engineering Workshops, 2012

Detection of Software Failures through Event Logs: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Software Reliability Engineering, 2012

2011

On the use of event logs for the analysis of system failures.

[BibT_eX]

[DOI]

PhD thesis, 2011

Identifying Compromised Users in Shared Computing Infrastructures: A Data-Driven Bayesian Network Approach.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 2011

Criticality-Driven Component Integration in Complex Software Systems.

[BibT_eX]

[DOI]

Roberto Pietrantuono