Breaking Secure Aggregation: Label Leakage from Aggregated Gradients in Federated Learning

Zhibo Wang, Zhiwei Chang, Jiahui Hu +4

Federated Learning (FL) exhibits privacy vulnerabilities under gradient inversion attacks (GIAs), which can extract private information from individual gradients. To enhance privac…