| 隐私保护中K-匿名模型的综述 |
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| 引用本文： | 岑婷婷,韩建民,王基一,李细雨.隐私保护中K-匿名模型的综述[J].计算机工程与应用,2008,44(4):130-134. |
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| 作者姓名： | 岑婷婷 韩建民 王基一 李细雨 |
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| 作者单位： | 1. 浙江师范大学,数理与信息工程学院,浙江,金华,321004
2. 浙江师范大学,数理与信息工程学院,浙江,金华,321004;华东理工大学,计算机系,上海,200237 |
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| 摘 要： | K-匿名是近年来隐私保护研究的热点,介绍了K-匿名、K-最小匿名化的基本概念,阐述了泛化与隐匿技术,总结了K-匿名的评估标准,并分析了现有的K-匿名算法。最后对该领域的发展方向作了展望。
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| 关 键 词： | K-匿名 隐私保护 泛化和隐匿 数据挖掘 评估 |
| 文章编号： | 1002-8331（2008）04-0130-05 |
| 收稿时间： | 2007-05-30 |
| 修稿时间： | 2007-08-09 |
Survey of K-anonymity research on privacy preservation |
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| CEN Ting-ting,HAN Jian-min,WANG Ji-yi,LI Xi-yu.Survey of K-anonymity research on privacy preservation[J].Computer Engineering and Applications,2008,44(4):130-134. |
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| Authors: | CEN Ting-ting HAN Jian-min WANG Ji-yi LI Xi-yu |
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| Affiliation: | 1.Mathematics，Physics and Information Engineering College，Zhejiang Normal University，Jinhua，Zhejiang 321004，China 2.Department of Computer Science and Engineering，East China University of Science and Technology，Shanghai 200237，China |
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| Abstract: | K-anonymity is a highlighted topic of privacy preservation research in recent years.In this paper，the concepts of K-anonymity and K-Minimal anonymity are described.Then，generalization &; suppression，K-anonymity evaluation criterion，and many different algorithms proposed previously are presented.Finally，the future directions in this field are discussed. |
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| Keywords: | K-anonymity privacy preservation generalization & suppression data mining evaluation |
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