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Backdoors Leave Structural Traces: FedMAST for Backdoor Detection and Containment in Federated Learning

Subramanian, Srinivasan et al.
arXiv (All) · Papers
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Federated learning enables distributed training of a shared model without requiring clients to share their raw data. However, its reliance on the integrity of the client-submitted updates exposes the global model to stealthy backdoor poisoning. Although existing defenses often inspect isolated evide
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