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一种基于(p+,α)-敏感 k-匿名的增强隐私保护模型

黄石平 顾金媛

计算机应用研究Issue(11):3465-3468,4.
计算机应用研究Issue(11):3465-3468,4.DOI:10.3969/j.issn.1001-3695.2014.11.060

一种基于(p+,α)-敏感 k-匿名的增强隐私保护模型

New based on (p+,α)-sensitive k-anonymity enhanced privacy protection model

黄石平 1顾金媛2

作者信息

  • 1. 南京医科大学 信息与网络中心,南京 210000
  • 2. 南京医科大学 康达学院,江苏 连云港 222000
  • 折叠

摘要

Abstract

Publishing data for analysis from a microdata table containing sensitive attributes,while maintaining individual pri-vacy,is a problem of increasing significance.Now,the k-anonymity model was proposed for privacy preserving data publica-tion.While focusing on identity disclosure,k-anonymity model fails to protect attribute disclosure to some extent.This paper proposed a new privacy protection model called (p+,α)-sensitive k-anonymity,where sensitive attributes were first parti-tioned into categories by their sensitivity,and then published the categories that sensitive attributes belong to.Different from previous enhanced k-anonymity models,this model allowed us to release a lot more information without compromising privacy. Experimental results show that this introduced model can significantly reduce the privacy breach.

关键词

k-匿名模型/隐私保护/微观数据表

Key words

k-anonymity model/privacy protection/microdata table

分类

信息技术与安全科学

引用本文复制引用

黄石平,顾金媛..一种基于(p+,α)-敏感 k-匿名的增强隐私保护模型[J].计算机应用研究,2014,(11):3465-3468,4.

基金项目

国家自然科学基金资助项目 ()

江苏省高校自然科学研究资助项目 ()

计算机应用研究

OA北大核心CSCDCSTPCD

1001-3695

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