Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification

Blockchain-Enabled Federated Learning: A Reference Architecture Design, Implementation, and Verification

This paper presents a novel reference architecture for blockchain-enabled federated learning (BCFL), a state-of-the-art approach that amalgamates the strengths of federated learning and blockchain technology. We define smart contract functions, stakeholders and their roles, and the use of interplane...

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Bibliographic Details
Main Authors: Eunsu Goh, Dae-Yeol Kim, Kwangkee Lee, Suyeong Oh, Jong-Eui Chae, Do-Yup Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Blockchain
federated learning
blockchain-enabled federated learning (BCFL)
reference architecture
Ethereum test network deployment
decentralized identifier (DID)
Online Access:https://ieeexplore.ieee.org/document/10368022/

Internet

https://ieeexplore.ieee.org/document/10368022/

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