Toward the Tradeoffs between Privacy, Fairness and Utility in Federated Learning

Kangkang Sun, Xiaojin Zhang, Xi Lin +3

Federated Learning (FL) is a novel privacy-protection distributed machine learning paradigm that guarantees user privacy and prevents the risk of data leakage due to the advantage…