Federated Learning with Enhanced Privacy via Model Splitting and Random Client Participation

Yiwei Li, Shuai Wang, Zhuojun Tian +2

Federated Learning (FL) often adopts differential privacy (DP) to protect client data, but the added noise required for privacy guarantees can substantially degrade model accuracy.…