计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (4): 130-134.

• 网络、通信与安全 • 上一篇    下一篇

隐私保护中K-匿名模型的综述

岑婷婷1,韩建民1,2,王基一1,李细雨1   

  1. 1.浙江师范大学 数理与信息工程学院,浙江 金华 321004
    2.华东理工大学 计算机系,上海 200237
  • 收稿日期:2007-05-30 修回日期:2007-08-09 出版日期:2008-02-01 发布日期:2008-02-01
  • 通讯作者: 岑婷婷

Survey of K-anonymity research on privacy preservation

CEN Ting-ting1,HAN Jian-min1,2,WANG Ji-yi1,LI Xi-yu1   

  1. 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
  • Received:2007-05-30 Revised:2007-08-09 Online:2008-02-01 Published:2008-02-01
  • Contact: CEN Ting-ting

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。

关键词: K-匿名, 隐私保护, 泛化和隐匿, 数据挖掘, 评估

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.

Key words: K-anonymity, privacy preservation, generalization &, suppression, data mining, evaluation