Fed-AugMix: Balancing Privacy and Utility via Data Augmentation

Haoyang Li, Wei Chen, Xiaojin Zhang

Gradient leakage attacks pose a significant threat to the privacy guarantees of federated learning. While distortion-based protection mechanisms are commonly employed to mitigate t…