A single malicious client can craft a persistent, stealthy backdoor trigger for federated learning by simulating divergent local training paths and optimizing the trigger for consensus across those paths.
M.; Guerraoui, R.; and Stainer, J
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DOPA: Stealthy and Generalizable Backdoor Attacks from a Single Client under Challenging Federated Constraints
A single malicious client can craft a persistent, stealthy backdoor trigger for federated learning by simulating divergent local training paths and optimizing the trigger for consensus across those paths.