SoK: Benchmarking Poisoning Attacks and Defenses in Federated Learning

Heyi Zhang, Yule Liu, Xinlei He +3

Federated learning (FL) enables collaborative model training while preserving data privacy, but its decentralized nature exposes it to client-side data poisoning attacks (DPAs) and…