Differentially Private Learning with Adaptive Clipping

Galen Andrew, Om Thakkar, H. Brendan McMahan +1

Existing approaches for training neural networks with user-level differential privacy (e.g., DP Federated Averaging) in federated learning (FL) settings involve bounding the contri…