Federated Learning with Differential Privacy: Algorithms and Performance Analysis

Kang Wei, Jun Li, Ming Ding +6

In this paper, to effectively prevent information leakage, we propose a novel framework based on the concept of differential privacy (DP), in which artificial noises are added to t…