Secure Decentralized Learning with Blockchain

no code implementations • 10 Oct 2023 • Xiaoxue Zhang, Yifan Hua, Chen Qian

To avoid the single point of failure problem in FL, decentralized federated learning (DFL) has been proposed to use peer-to-peer communication for model aggregation, which has been considered an attractive solution for machine learning tasks on distributed personal devices.

Federated Learning