FADE: Enabling Federated Adversarial Training on Heterogeneous Resource-Constrained Edge Devices

Minxue Tang, Jianyi Zhang, Mingyuan Ma +5

Federated adversarial training can effectively complement adversarial robustness into the privacy-preserving federated learning systems. However, the high demand for memory capacit…