Differentially private data release based on clustering anonymization

Based on the theory of anonymization,the DBSCAN method was applied to divide all the data records into different groups to cover individuals.To provide priv enhancement,the Laplace noise was added to the anonymized partitioned data to perturb the real value of data record so that the requirements of...

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Bibliographic Details
Main Authors: Xiao-qian LIU, Qian-mu LI
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2016-05-01
Series:Tongxin xuebao
Subjects:
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016100/
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