k-means clustering method preserving differential privacy in MapReduce framework

Aiming at the problem that traditional privacy preserving methods were unable to deal with malign analysis with arbitrary background knowledge, a k -means algorithm preserving differential privacy in distributed environment was proposed. This algorithm was under the computing framework of MapReduce....

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Bibliographic Details
Main Authors: Hong-cheng LI, Xiao-ping WU, Yan CHEN
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2016-02-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016038/
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