PDLRecover: Privacy-preserving Decentralized Model Recovery with Machine Unlearning

Xiangman Li, Xiaodong Wu, Jianbing Ni +2

Decentralized learning is vulnerable to poison attacks, where malicious clients manipulate local updates to degrade global model performance. Existing defenses mainly detect and fi…