Search Results for author: Sasha Voitovych

Found 1 papers, 0 papers with code

Tackling Byzantine Clients in Federated Learning

no code implementations20 Feb 2024 Youssef Allouah, Sadegh Farhadkhani, Rachid Guerraoui, Nirupam Gupta, Rafael Pinot, Geovani Rizk, Sasha Voitovych

The natural approach to robustify FL against adversarial clients is to replace the simple averaging operation at the server in the standard $\mathsf{FedAvg}$ algorithm by a \emph{robust averaging rule}.

Federated Learning Image Classification

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