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

no code implementations • 8 Sep 2022 • Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Li, Yiran Chen

However, the high demand for memory capacity and computing power makes large-scale federated adversarial training infeasible on resource-constrained edge devices.

Adversarial Robustness Federated Learning +1