基于高效信息缓存的位置隐私保护方案

李璐璐; 华佳烽; 万盛; 朱辉; 李凤华

doi:10.11959/j.issn.1000-436x.2017129

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基于高效信息缓存的位置隐私保护方案

学术通信 | 更新时间：2024-06-05

- 基于高效信息缓存的位置隐私保护方案
- Achieving efficient location privacy protection based on cache
- 通信学报 2017年38卷第6期页码：148-157
- 作者机构：
  
  1. 西安电子科技大学通信工程学院，陕西西安 710071
  2. 西安电子科技大学网络与信息安全学院，陕西西安 710071
- 作者简介：
  
  [ "李璐璐（1990-），女，山西晋城人，西安电子科技大学硕士生，主要研究方向为信息安全、隐私保护。" ]
  [ "华佳烽（1989-），男，湖北黄冈人，西安电子科技大学博士生，主要研究方向为信息安全、隐私保护。" ]
  [ "万盛（1987-），男，江苏南通人，西安电子科技大学博士生，主要研究方向为网络安全与隐私保护。" ]
  [ "朱辉（1981-），男，河南周口人，博士，西安电子科技大学教授、博士生导师，主要研究方向为数据安全及隐私保护、虚拟化技术与云计算安全、安全信息系统。" ]
  [ "李凤华（1966-），男，湖北浠水人，博士，中国科学院信息工程研究所副总工程师、研究员、博士生导师，主要研究方向为网络与系统安全、隐私计算、信息保护。" ]
- 基金信息：
  
  国家自然科学基金资助项目(61672411);陕西省自然科学基金资助项目(2016JM6007);国家自然科学基金-广东联合基金资助项目(U1401251);北京市自然科学基金资助项目(4152048)
- DOI：10.11959/j.issn.1000-436x.2017129
  中图分类号： TN929.5
- 网络出版日期：2017-06，
  
  纸质出版日期：2017-06-25
- 稿件说明：
移动端阅览
李璐璐, 华佳烽, 万盛, 等. 基于高效信息缓存的位置隐私保护方案[J]. 通信学报, 2017,38(6):148-157.

Lu-lu LI, Jia-feng HUA, Sheng WAN, et al. Achieving efficient location privacy protection based on cache[J]. Journal on communications, 2017, 38(6): 148-157.
李璐璐, 华佳烽, 万盛, 等. 基于高效信息缓存的位置隐私保护方案[J]. 通信学报, 2017,38(6):148-157. DOI： 10.11959/j.issn.1000-436x.2017129.

Lu-lu LI, Jia-feng HUA, Sheng WAN, et al. Achieving efficient location privacy protection based on cache[J]. Journal on communications, 2017, 38(6): 148-157. DOI： 10.11959/j.issn.1000-436x.2017129.

摘要

随着移动互联网的高速发展与智能终端的迅速普及，基于位置的服务（LBS

location-based service）已在导航、社交等领域得到广泛应用。但由于个人位置信息的敏感性，移动对象位置相关的数据隐私保护已经成为LBS中的研究热点。综合考虑用户所处区域背景信息的开放性特征，引入信息缓存机制，提出一种虚假位置选择算法，有效减少用户与不可信服务器间的交互次数，并结合k-匿名技术实现了用户位置信息的高效隐私保护。相对于现有技术，该方案不依赖任何可信第三方，可实现抵御拥有背景信息攻击者的推理攻击。实验结果证明了所提方案的有效性和高效性。

Abstract

With the development of mobile Internet and the popularization of intelligent terminals

location based services(LBS) has been widespread in navigation

social network and other fields.Due to the sensitivity of personal location information

data privacy protection related to location of mobile objects has become the hotspots of research.Considering the openness of the background information

and based on the information cache mechanism

a dummy selection algorithm was proposed to reduce the number of interactions between the user and the untrusted server and combine the k-anonymity to achieve efficient location privacy.Without relying on trusted third party

the scheme can prevent the attackers owned background information from inference attack

and the detail simulation results indicate its effectiveness and efficiency.

关键词

Keywords

references

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