Privacy protection scheme of DBSCAN clustering based on homomorphic encryption

Privacy protection scheme of DBSCAN clustering based on homomorphic encryption

In order to reduce the risk of data privacy leakage in the process of outsourced clustering, a privacy protection scheme of DBSCAN clustering based on homomorphic encryption was proposed.In order to encrypt the float data in the actual scene, three data preprocessing methods for different data accur...

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Bibliographic Details
Main Authors: Chunfu JIA, Ruiqi LI, Yafei WANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2021-02-01
Series:Tongxin xuebao
Subjects:
privacy protection
density clustering
homomorphic encryption
data pre-processing
comparison on en-crypted data
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021026/
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http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2021026/

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