DIGFL: Efficient Participant Contribution Evaluation for Horizontal and Vertical Federated Learning

standaloneBeta.

StandaloneBeta is a stand-alone version, to compare the DIGFL with actual shapley value.

clusterBeta

ClusterBeta is used to deploy in real FL systems, and can perform federated learning training and contribution calculations on multiple machines or edge devices.

If you want the MOTOR and REAL dataset, please contact us.