Providing Differential Privacy for Federated Learning Over Wireless: A Cross-layer Framework

Jiayu Mao, Tongxin Yin, Aylin Yener +1

Federated Learning (FL) is a distributed machine learning framework that inherently allows edge devices to maintain their local training data, thus providing some level of privacy.…