An Adaptive Gradient Clipping and Noise Injection Mechanism for Differentially Private Federated Learning

Wenjing Wei, Alla Jammine, Farid Nait-Abdesselam

Differentially private federated learning must balance privacy protection against model accuracy and training efficiency. Static gradient clipping applies a fixed threshold through…