Andrea Del Vecchio

According to our database, Andrea Del Vecchio authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

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

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

2021

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

Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano

Proceedings of the Quality of Information and Communications Technology, 2021

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

Marta Catillo, Andrea Del Vecchio, Antonio Pecchia, Umberto Villano

Proceedings of the Testing Software and Systems, 2021

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

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

2020

On the Relationship between Self-Admitted Technical Debt Removals and Technical Debt Measures.

Lerina Aversano, Martina Iammarino, Mimmo Carapella, Andrea Del Vecchio, Laura Nardi

Algorithms, 2020

About the Robustness and Looseness of Yara Rules.

Gerardo Canfora, Mimmo Carapella, Andrea Del Vecchio, Laura Nardi, Antonio Pirozzi, Corrado Aaron Visaggio

Proceedings of the Testing Software and Systems, 2020