Blockchain managed federated learning for a secure IoT framework

Blockchain managed federated learning for a secure IoT framework

Abstract In this work, we present a blockchain-based federated learning (FL) framework that aims achieving high system efficiency while simultaneously addressing issues relating to data sparsity and the disclosure of private information. It is more efficient to build a number of smaller clusters rat...

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Bibliographic Details
Main Authors: Jiayong Chai, Jian Li, Muhua Wei, Chuangying Zhu
Format: Article
Language:English
Published: SpringerOpen 2023-10-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Cluster based FL
Blockchain based FL
Accuracy
Loss
Training
Intra-cluster
Online Access:https://doi.org/10.1186/s13638-023-02311-x

Internet

https://doi.org/10.1186/s13638-023-02311-x

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