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Time-efficient algorithm on degree anonymization by combination of vertex and edge addition

  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In previous work about privacy preservation of graph modeled network, k-degree-anonymization has been a well-developed subject. We studied various researches on both edge addition and vertex addition. In many algorithms, the edge addition is a heuristic process, which may bring in some extra time cost. Interested in the problem, we introduce the idea of vertex addition, and develop a framework that combines edge addition and vertex addition. We use a greedy idea to add edges in the original graph, and use as least pseudo vertices as possible to produce a k-degree-anonymous graph. The time efficiency of our approach lies on the nature of greed edge addition.

源语言英语
主期刊名Proceedings of 2017 11th IEEE International Conference on Anti-Counterfeiting, Security, and Identification, ASID 2017
编辑Jianyang Zhou, Donghui Guo, Jiyang Dong
出版商IEEE Computer Society
16-20
页数5
ISBN(电子版)9781538605325
DOI
出版状态已出版 - 2 7月 2017
活动11th IEEE International Conference on Anti-Counterfeiting, Security, and Identification, ASID 2017 - Xiamen, 中国
期限: 27 10月 201729 10月 2017

出版系列

姓名Proceedings of the International Conference on Anti-Counterfeiting, Security and Identification, ASID
2017-October
ISSN(印刷版)2163-5048
ISSN(电子版)2163-5056

会议

会议11th IEEE International Conference on Anti-Counterfeiting, Security, and Identification, ASID 2017
国家/地区中国
Xiamen
时期27/10/1729/10/17

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