Ziteng Liu

Privacy-Preserving Byzantine-Robust Federated Learning via Blockchain Systems

2022 · IEEE Transactions on Information Forensics and Security

Federated learning enables clients to train a machine learning model jointly without sharing their local data. However, due to the centrality of federated learning framework and the untrustworthiness of clients, traditional federated learning solutions are …