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SPDL: A Blockchain-Enabled Secure and Privacy-Preserving Decentralized Learning System

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Published in 2023 at "IEEE Transactions on Computers"

DOI: 10.1109/tc.2022.3169436

Abstract: Decentralized learning involves training machine learning models over remote mobile devices, edge servers, or cloud servers while keeping data localized. Even though many studies have shown the feasibility of preserving privacy, enhancing training performance or… read more here.

Keywords: system; privacy preserving; decentralized learning; spdl blockchain ... See more keywords