GI-PIP: Do We Require Impractical Auxiliary Dataset for Gradient Inversion Attacks?

Yu Sun, Gaojian Xiong, Xianxun Yao +2

Deep gradient inversion attacks expose a serious threat to Federated Learning (FL) by accurately recovering private data from shared gradients. However, the state-of-the-art heavil…