Deep reinforcement adversarial learning against botnet evasion attacks G Apruzzese, M Andreolini, M Marchetti, A Venturi, M Colajanni IEEE Transactions on Network and Service Management 17 (4), 1975-1987, 2020 | 89 | 2020 |
DReLAB-Deep REinforcement Learning Adversarial Botnet: A benchmark dataset for adversarial attacks against botnet Intrusion Detection Systems A Venturi, G Apruzzese, M Andreolini, M Colajanni, M Marchetti Data in Brief 34, 106631, 2021 | 27 | 2021 |
On the feasibility of adversarial machine learning in malware and network intrusion detection A Venturi, C Zanasi 2021 IEEE 20th International Symposium on Network Computing and Applications …, 2021 | 5 | 2021 |
Comparison of Machine Learning-based anomaly detectors for Controller Area Network A Venturi, D Stabili, F Pollicino, E Bianchi, M Marchetti 2022 IEEE 21st International Symposium on Network Computing and Applications …, 2022 | 4 | 2022 |
ARGANIDS: a novel Network Intrusion Detection System based on adversarially Regularized Graph Autoencoder A Venturi, M Ferrari, M Marchetti, M Colajanni Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 1540-1548, 2023 | 3 | 2023 |
Robustness Evaluation of Network Intrusion Detection Systems based on Sequential Machine Learning A Venturi, C Zanasi, M Marchetti, M Colajanni 2022 IEEE 21st International Symposium on Network Computing and Applications …, 2022 | 2 | 2022 |
Classification of Web Phishing Kits for early detection by platform providers A Venturi, M Colajanni, M Ramilli, GV Santangelo arXiv preprint arXiv:2210.08273, 2022 | 2 | 2022 |
Practical Evaluation of Graph Neural Networks in Network Intrusion Detection A Venturi, D Pellegrini, M Andreolini, L Ferretti, M Marchetti, M Colajanni Italian Conference on Cyber Security (ITASEC 2023), 2023 | 1 | 2023 |
Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Neural Networks A Venturi, D Stabili, M Marchetti arXiv preprint arXiv:2403.11830, 2024 | | 2024 |
Sistema di Reinforcement Learning per contrastare l'efficacia di Adversarial Attack a Intrusion Detection System A VENTURI | | 2020 |