FedGuard: Selective Parameter Aggregation for Poisoning Attack Mitigation in Federated Learning

Melvin Chelli, Cèdric Prigent, René Schubotz, Alexandru Costan, Gabriel Antoniu, Loïc Cudennec, Philipp Slusallek. FedGuard: Selective Parameter Aggregation for Poisoning Attack Mitigation in Federated Learning. In IEEE International Conference on Cluster Computing, CLUSTER 2023, Santa Fe, NM, USA, October 31 - Nov. 3, 2023. pages 72-81, IEEE, 2023. [doi]

Abstract

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