An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning

Xue Yang, Yan Feng, Weijun Fang +4

Although federated learning improves privacy of training data by exchanging local gradients or parameters rather than raw data, the adversary still can leverage local gradients and…