Scalable Robust Federated Learning with Provable Security Guarantees

no code implementations • 29 Sep 2021 • Andrew Liu, Jacky Y. Zhang, Nishant Kumar, Dakshita Khurana, Oluwasanmi O Koyejo

Federated averaging, the most popular aggregation approach in federated learning, is known to be vulnerable to failures and adversarial updates from clients that wish to disrupt training.

Federated Learning