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Léo Lavaur
Léo Lavaur
IMT Atlantique, IRISA/SOTERN, Chair Cyber CNI
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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
232022
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 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
2022
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
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