Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks

Chulin Xie, Yunhui Long, Pin-Yu Chen +4

Federated learning (FL) provides an efficient paradigm to jointly train a global model leveraging data from distributed users. As local training data comes from different users who…