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Andrea Venturi
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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
962020
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
272021
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
52022
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
52021
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
42023
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
22022
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
22022
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
12023
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
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
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