A Trusted Federated Learning Method Based on Consortium Blockchain

Federated learning (FL) has gained significant attention in distributed machine learning due to its ability to protect data privacy while enabling model training across decentralized data sources. However, traditional FL methods face challenges in ensuring trust, security, and efficiency, particular...

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Bibliographic Details
Main Authors: Xiaojun Yin, Xijun Wu, Xinming Zhang
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/1/14
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