SelectiveShield: Lightweight Hybrid Defense Against Gradient Leakage in Federated Learning

Borui Li, Li Yan, Jianmin Liu

Federated Learning (FL) enables collaborative model training on decentralized data but remains vulnerable to gradient leakage attacks that can reconstruct sensitive user informatio…