PROFL: A Privacy-Preserving Federated Learning Method with Stringent Defense Against Poisoning Attacks

Yisheng Zhong, Li-Ping Wang

Federated Learning (FL) faces two major issues: privacy leakage and poisoning attacks, which may seriously undermine the reliability and security of the system. Overcoming them sim…