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Privacy preserving technology for multiple sensitive attributes in data publishing
数据发布中面向多敏感属性的隐私保护技术*

Keywords: data publishing,sensitivity,multi-sensitive attributes,lossy join,l-diversity,g-difference
数据发布
,敏感度,多敏感属性,有损连接,l-多样性,g-差异性

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Abstract:

In view of the privacy leak problem of secure data publishing when sensitive data contains multi attributes,based on the multi-dimension bucket grouping approach,this paper proposed a(g,l)-grouping approach on the idea of lossy join.It divided sensitive attributes into groups according to the sensitivity,and set the size of each group as the dimension number of each dimension of the multi-dimension bucket.And proposed two specific line time based(g,l)-grouping algorithms,which were general(g,l)-grouping alg...

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