CoCFL: A Lightweight Blockchain-based Federated Learning Framework in IoT Context-Reference-Cited by-同舟云学术

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CoCFL: A Lightweight Blockchain-based Federated Learning Framework in IoT Context

Published:2024-07-23 Issue: Volume:3 Page:1086-1096
ISSN:
Container-title:2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS)
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Author:

Wang Jianrong¹,Shi Yang¹,Hu Dengcheng¹,Li Keqiu¹,Liu Xiulong¹

Affiliation:

1. College of Intelligence and Computing, Tianjin University,China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx8/10630852/10630896/10630903.pdf?arnumber=10630903

Reference24 articles.

1. Communication-efficient learning of deep networks from decentralized data;McMahan,2017

2. Federated learning: Collaborative ma-chine learning without centralized training data;McMahan;Google Research Blog,2017

3. Bitcoin: A peer-to-peer electronic cash system;Nakamoto;Decentralized business review, 2008

4. Blockchained On-Device Federated Learning

5. FLchain: Federated Learning via MEC-enabled Blockchain Network

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