Léo Lavaur

14
Documents
Affiliations actuelles
  • SErvices and Data mANagement (SEDAN)
  • Université du Luxembourg = University of Luxembourg = Universität Luxemburg (uni.lu)
  • Interdisciplinary Centre for Security, Reliability and Trust (SnT)
Identifiants chercheurs

Domaines de recherche

Intelligence artificielle [cs.AI] Cryptographie et sécurité [cs.CR]

Publications

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Publications

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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
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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
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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
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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
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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
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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
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RADAR: Model Quality Assessment for Reputation-aware Collaborative Federated Learning

Léo Lavaur , Pierre-Marie Lechevalier , Yann Busnel , Romaric Ludinard , Marc-Oliver Pahl et 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
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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
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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
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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
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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