Evaluating Selective Encryption Against Gradient Inversion Attacks

Jiajun Gu, Yuhang Yao, Shuaiqi Wang +1

Gradient inversion attacks pose significant privacy threats to distributed training frameworks such as federated learning, enabling malicious parties to reconstruct sensitive local…