SPFL: A Self-purified Federated Learning Method Against Poisoning Attacks

Zizhen Liu, Weiyang He, Chip-Hong Chang +3

While Federated learning (FL) is attractive for pulling privacy-preserving distributed training data, the credibility of participating clients and non-inspectable data pose new sec…