Ehsan Lari

On The Resilience Of Online Federated Learning To Model Poisoning Attacks Through Partial Sharing

We investigate the robustness of the recently introduced partialsharing online federated learning (PSO-Fed) algorithm against model-poisoning attacks. To this end, we analyze the performance of the PSO-Fed algorithm in the presence of Byzantine clients, who may clandestinely corrupt their local mode…