Rongxin Xu

FAIR-BFL: Flexible and Incentive Redesign for Blockchain-based Federated Learning

2022

Vanilla Federated learning (FL) relies on the centralized global aggregation mechanism and assumes that all clients are honest. This makes it a challenge for FL to alleviate the single point of failure and dishonest clients. …