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Investigating the Impact of Label-flipping Attacks against Federated Learning for Collaborative Intrusion DetectionComputers & Security, In press, pp.104462. ⟨10.1016/j.cose.2025.104462⟩
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hal-05007843
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The Evolution of Federated Learning-based Intrusion Detection and Mitigation: a SurveyIEEE Transactions on Network and Service Management, 2022, 19 (3), pp.2309-2332. ⟨10.1109/TNSM.2022.3177512⟩
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hal-03831513
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Apprentissage fédéré cherche modèles de qualité, bonne réputation exigéeALGOTEL 2025 : 27èmes Rencontres Francophones sur les Aspects, Jun 2025, Saint Valéry-sur-Somme, France
Communication dans un congrès
hal-05034041
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WaterLLMarks: In-data User Tracing for Distributed LLMaaS Environments2025 IEEE International Conference on Distributed computing Systems (ICDCS), Jul 2025, Glasgow, United Kingdom
Communication dans un congrès
hal-05042411
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Demo: Highlighting the Limits of Federated Learning in Intrusion DetectionICDCS 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-04606824
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RADAR: Model Quality Assessment for Reputation-aware Collaborative Federated LearningSRDS 2024: 43rd International Symposium on Reliable Distributed Systems, Sep 2024, Charlotte (NC), United States. ⟨10.1109/SRDS64841.2024.00030⟩
Communication dans un congrès
hal-04681789
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Tutorial: Federated Learning × Security for Network MonitoringICDCSW 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-04606894
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Systematic Analysis of Label-flipping Attacks against Federated Learning in Collaborative Intrusion Detection SystemsThe 19th International Conference on Availability, Reliability and Security, Jul 2024, Vienna, Austria. ⟨10.1145/3664476.3670434⟩
Communication dans un congrès
hal-04559018
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Tutorial: Federated Learning × Security in Network Managements14th IEEE International Conference on Network of the Future, IEEE ComSoc, Oct 2023, Izmir, Turkey
Communication dans un congrès
hal-04217922
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Metrics and Strategies for Adversarial Mitigation in Federated Learning-based Intrusion DetectionRESSI 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-04275272
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Federated Learning as enabler for Collaborative Security between not Fully-Trusting Distributed PartiesC&ESAR 2022 - 29th Computer & Electronics Security Application Rendezvous, Nov 2022, Rennes, France. pp.1-16
Communication dans un congrès
hal-03831515
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Federated security approaches for IT and OTSSLR 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-03528355
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