Clustering algorithm preserving differential privacy in the framework of Spark

Aimed at the problem that traditional methods fail to deal with malicious attacks with arbitrary background knowledge during the process of massive data clustering analysis,an improved clustering algorithm, especially designed for preserving differential privacy,under the framework of Spark was prop...

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Bibliographic Details
Main Author: Zhi-qiang GAO,Qing-peng LI,Ren-yuan HU
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2016-11-01
Series:网络与信息安全学报
Subjects:
Online Access:http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2016.00087