Privacy-Preserving K-Nearest Neighbors Training over Blockchain-Based Encrypted Health Data

Privacy-Preserving K-Nearest Neighbors Training over Blockchain-Based Encrypted Health Data

Numerous works focus on the data privacy issue of the Internet of Things (IoT) when training a supervised Machine Learning (ML) classifier. Most of the existing solutions assume that the classifier’s training data can be obtained securely from different IoT data providers. The primary concern is dat...

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Bibliographic Details
Main Authors: Rakib Ul Haque, A S M Touhidul Hasan, Qingshan Jiang, Qiang Qu
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Electronics
Subjects:
blockchain
internet of things data
homomorphic cryptosystem
supervised learning
privacy protection
Online Access:https://www.mdpi.com/2079-9292/9/12/2096

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https://www.mdpi.com/2079-9292/9/12/2096

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