SPDL: A Blockchain-Enabled Secure and Privacy-Preserving Decentralized Learning System
Author:
Affiliation:
1. School of Computer Science and Technology, Shandong University, Qingdao, China
2. Department of Computer and Information Science, Indiana University-Purdue University Indianapolis, Indianapolis, IN, USA
Funder
National Key R&D Program of China
National Natural Science Foundation of China
Blockchain Core Technology Strategic Research Program of Ministry of Education of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Computational Theory and Mathematics,Hardware and Architecture,Theoretical Computer Science,Software
Link
http://xplorestaging.ieee.org/ielx7/12/10019338/09761745.pdf?arnumber=9761745
Reference23 articles.
1. The hidden vulnerability of distributed learning in Byzantium;guerraoui;Proc Int Conf Mach Learn,2018
2. Differential Privacy and Byzantine Resilience in SGD
3. BinDaaS: Blockchain-Based Deep-Learning as-a-Service in Healthcare 4.0 Applications
4. Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing
5. Nothing Wasted: Full Contribution Enforcement in Federated Edge Learning
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