Tomas Gonzalez

FoggyTrust: Robust Federated Learning with Hierarchical Trust Networks

Emmanuel Rassou, Tomas Gonzalez

Byzantine-robust federated learning seeks to protect distributed model training from malicious or corrupted clients without requiring access to their private data. FLTrust addresses this challenge by introducing a trusted server-side root dataset that assigns trust scores to clie…Read more