Abstract: Federated learning (FL) systems enable collaborative model training among industrial Internet of Things (IIoT) devices but face significant security challenges, particularly in backdoor ...
FedDSV: Shapley Value-Based Contribution Estimation in Federated Learning With Dynamic Participation
Abstract: Federated Learning (FL) succeeds in collaborative and privacy-preserving ML model training among multiple distributed data owners. To maintain a healthy FL ecosystem, it is crucial to ...
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