The evolution of federated learning-based intrusion detection and mitigation: a survey L Lavaur, MO Pahl, Y Busnel, F Autrel IEEE Transactions on Network and Service Management 19 (3), 2309-2332, 2022 | 25 | 2022 |
Federated Learning as enabler for Collaborative Security between not Fully-Trusting Distributed Parties L Lavaur, B Costé, MO Pahl, Y Busnel, F Autrel C&ESAR 2022-29th Computer & Electronics Security Application Rendezvous, 1-16, 2022 | 1 | 2022 |
Systematic Analysis of Label-flipping Attacks against Federated Learning in Collaborative Intrusion Detection Systems L Lavaur, Y Busnel, F Autrel | | 2024 |
Tutorial: Federated Learning× Security in Network Managements Y Busnel, L Lavaur 14th IEEE International Conference on Network of the Future, 2023 | | 2023 |
Metrics and Strategies for Adversarial Mitigation in Federated Learning-based Intrusion Detection L Lavaur, PM Lechevalier, Y Busnel, MO Pahl, F Autrel RESSI 2023: Rendez-vous de la Recherche et de l'Enseignement de la Sécurité …, 2023 | | 2023 |
Federated security approaches for IT and OT L Lavaur, MO Pahl, Y Busnel, F Autrel SSLR 2021-Journée thématique du GT sur la Sécurité des Systèmes, Logiciels …, 2021 | | 2021 |