Armadillo: Robust Single-Server Secure Aggregation for Federated Learning with Input Validation
Armadillo introduces a secure aggregation system for federated learning that resists attacks from malicious clients by using input validation. It achieves privacy and robustness against client disruptions in just three rounds, significantly reducing communication rounds and improving overall runtime compared to existing methods.