Léo Lavaur

Identifiants chercheurs

IdHAL :

leo-lavaur

ORCID :

0000-0002-0379-7946

Publications

Article dans une revue (2)

Investigating the Impact of Label-flipping Attacks against Federated Learning for Collaborative Intrusion Detection Léo Lavaur,Yann Busnel,Fabien Autrel Computers & Security, 2025, 156, pp.104462. ⟨10.1016/j.cose.2025.104462⟩ Article dans une revue hal-05007843v1
The Evolution of Federated Learning-based Intrusion Detection and Mitigation: a Survey Léo Lavaur,Marc-Oliver Pahl,Yann Busnel,Fabien Autrel IEEE Transactions on Network and Service Management, 2022, 19 (3), pp.2309-2332. ⟨10.1109/TNSM.2022.3177512⟩ Article dans une revue hal-03831513v1

Communication dans un congrès (12)

Constraint-based Network Topology Generation for Evaluating Federated Intrusion Detection Systems Léo Lavaur,Fabien Autrel,Yann Busnel 1st International Workshop on Assessment with New methodologies, Unified Benchmarks, and environments, of Intrusion detection and response Systems (ANUBIS), Sep 2025, Toulouse, France Communication dans un congrès hal-05288602v2
Apprentissage fédéré cherche modèles de qualité, bonne réputation exigée Yann Busnel,Léo Lavaur,Pierre-Marie Lechevalier,Romaric Ludinard,Géraldine Texier 27ème Rencontre Francophone sur les Aspects Algorithmiques des Télécommunications (AlgoTel), Jun 2025, Saint Valéry-sur-Somme, France Communication dans un congrès hal-05034041v1
Federated Learning and Network Security: Foundations, Potential, and Resilience Léo Lavaur,Yann Busnel 45th IEEE International Conference on Distributed Computing Systems (ICDCS), Jul 2025, Glasgow, United Kingdom Communication dans un congrès hal-05288649v1
WaterLLMarks: In-data User Tracing for Distributed LLMaaS Environments Léo Lavaur,Jérôme François 2025 IEEE International Conference on Distributed computing Systems (ICDCS), Jul 2025, Glasgow, United Kingdom Communication dans un congrès hal-05042411v1
Demo: Highlighting the Limits of Federated Learning in Intrusion Detection Léo Lavaur,Yann Busnel,Fabien Autrel ICDCS 2024: IEEE 44th International Conference on Distributed Computing Systems, IEEE, Jul 2024, Jersey City, NJ, United States. ⟨10.1109/ICDCS60910.2024.00135⟩ Communication dans un congrès hal-04606824v1
RADAR: Model Quality Assessment for Reputation-aware Collaborative Federated Learning Léo Lavaur,Pierre-Marie Lechevalier,Yann Busnel,Romaric Ludinard,Marc-Oliver Pahlet al. SRDS 2024: 43rd International Symposium on Reliable Distributed Systems, Sep 2024, Charlotte (NC), United States. ⟨10.1109/SRDS64841.2024.00030⟩ Communication dans un congrès hal-04681789v1
Tutorial: Federated Learning × Security for Network Monitoring Yann Busnel,Léo Lavaur ICDCSW 2024: IEEE 44th International Conference on Distributed Computing Systems Workshops, IEEE, Jul 2024, Jersey City, NJ, United States. ⟨10.1109/ICDCSW63686.2024.00008⟩ Communication dans un congrès hal-04606894v1
Systematic Analysis of Label-flipping Attacks against Federated Learning in Collaborative Intrusion Detection Systems Léo Lavaur,Yann Busnel,Fabien Autrel The 19th International Conference on Availability, Reliability and Security, Jul 2024, Vienna, Austria. ⟨10.1145/3664476.3670434⟩ Communication dans un congrès hal-04559018v1
Tutorial: Federated Learning × Security in Network Managements Yann Busnel,Léo Lavaur 14th IEEE International Conference on Network of the Future, IEEE ComSoc, Oct 2023, Izmir, Turkey Communication dans un congrès hal-04217922v1
Metrics and Strategies for Adversarial Mitigation in Federated Learning-based Intrusion Detection Léo Lavaur,Pierre-Marie Lechevalier,Yann Busnel,Marc-Oliver Pahl,Fabien Autrel RESSI 2023 : Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, May 2023, Neuvy-sur-Barangeon, France Communication dans un congrès hal-04275272v1
Federated Learning as enabler for Collaborative Security between not Fully-Trusting Distributed Parties Léo Lavaur,Benjamin Costé,Marc-Oliver Pahl,Yann Busnel,Fabien Autrel C&ESAR 2022 - 29th Computer & Electronics Security Application Rendezvous, Nov 2022, Rennes, France. pp.1-16 Communication dans un congrès hal-03831515v1
Federated security approaches for IT and OT Léo Lavaur,Marc-Oliver Pahl,Yann Busnel,Fabien Autrel SSLR 2021 - Journée thématique du GT sur la Sécurité des Systèmes, Logiciels et Réseaux, May 2021, online, France. pp.1-2 Communication dans un congrès hal-03528355v1