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05/31/2023
An Empirical Study of Federated Learning on IoT-Edge Devices: Resource Allocation and Heterogeneity
Nowadays, billions of phones, IoT and edge devices around the world gene...
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04/29/2023
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection
Federated learning (FL) enables multiple clients to train a model withou...
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03/03/2023
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions
Federated learning (FL) is a machine learning (ML) approach that allows ...
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02/22/2023
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning
Federated learning (FL) is recently surging as a promising decentralized...
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11/20/2022