Trustworthy and Fair Federated Learning via Reputation-Based Consensus and Adaptive Incentives

journal contribution

posted on 2025-04-03, 05:01 authored by Md Mamunur Rashid, Yong XiangYong Xiang, MD PALASH UDDINMD PALASH UDDIN, Jine Tang, Keshav SoodKeshav Sood, Longxiang GaoLongxiang Gao

Trustworthy and Fair Federated Learning via Reputation-Based Consensus and Adaptive Incentives

History

Journal

IEEE Transactions on Information Forensics and Security

Volume

PP

Location

Piscataway, N.J.

Publisher DOI

https://doi.org/10.1109/tifs.2025.3546841

ISSN

1556-6013

eISSN

1556-6021

Language

eng

Publication classification

C1 Refereed article in a scholarly journal

Issue

99

Publisher

Institute of Electrical and Electronics Engineers

Publication URL

https://doi.org/10.1109/tifs.2025.3546841

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Categories

Keywords

Federated Learning Blockchain Consensus Mechanism Incentive Mechanism Trust Fairness Reputation System Game Theory Subjective Logic

Licence

All Rights Reserved

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