Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training

Huitong Jin, Yipeng Zhou, Quan Z. Sheng +2

Differentially Private Federated Learning (DPFL) strengthens privacy protection by perturbing model gradients with noise, though at the cost of reduced accuracy. Although prior emp…