Adap DP-FL: Differentially Private Federated Learning with Adaptive Noise

Jie Fu, Zhili Chen, Xiao Han

Federated learning seeks to address the issue of isolated data islands by making clients disclose only their local training models. However, it was demonstrated that private inform…