Hongjia Li

Byzantine-Robust Federated Learning through Dynamic Clustering

2023

Federated learning enables distributed and collaborative learning among multiple participants while protecting their privacy. However, due to its distributed nature, federated learning is vulnerable to Byzantine attacks. These attacks can poison the data or directly …