Blockchain-based Secure Client Selection in Federated Learning

no code implementations • 11 May 2022 • Truc Nguyen, Phuc Thai, Tre' R. Jeter, Thang N. Dinh, My T. Thai

However, we show that, by manipulating the client selection process, the server can circumvent the secure aggregation to learn the local models of a victim client, indicating that secure aggregation alone is inadequate for privacy protection.

Federated Learning