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圆形区域划分的k-匿名位置隐私保护方法

赵泽茂 胡慧东 张帆 张品 周建钦

北京交通大学学报2013,Vol.37Issue(5):13-18,6.
北京交通大学学报2013,Vol.37Issue(5):13-18,6.

圆形区域划分的k-匿名位置隐私保护方法

A k-anonymous algorithm in location privacy protection based on circular zoning

赵泽茂 1胡慧东 1张帆 1张品 2周建钦1

作者信息

  • 1. 杭州电子科技大学通信工程学院,浙江杭州310018
  • 2. 武汉轻工大学数学与计算机学院,湖北武汉430023
  • 折叠

摘要

Abstract

To some extent,the more accuracy of user's location information is,the user's privacy protection level k is lower,but the higher of quality of service (QoS) is.In order to resolve the contradiction between k and QoS,we propose circular zoning method,which divides the whole area into tangent to circle and the curved edge of diamond-shaped area which composed by the adjacent tangent circle's vertices.When the number of users in an anonymous area is less than k,anonymous area is get by using the regional expansion formula.The experimental results show the algorithm can obtain better QoS under high privacy level,reduce the anonymous area and increase the relative anonymous,so the QoS is improved.We also analysis the impact factors of the assessment model based on k-anonymous location privacy protection from different aspects.

关键词

位置隐私保护/隐私保护安全/服务质量/k-匿名/圆形区域划分/评估模型

Key words

location privacy protection/ privacy level/ service quality/ k-anonymous/ circular zoning/ assessment model

分类

信息技术与安全科学

引用本文复制引用

赵泽茂,胡慧东,张帆,张品,周建钦..圆形区域划分的k-匿名位置隐私保护方法[J].北京交通大学学报,2013,37(5):13-18,6.

基金项目

浙江省自然科学基金资助项目(Y1100818) (Y1100818)

浙江省教育厅基金资助项目(Y201224055) (Y201224055)

北京交通大学学报

OA北大核心CSCDCSTPCD

1673-0291

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