Achieving efficient location privacy protection based on cache

Lu-lu LI; Jia-feng HUA; Sheng WAN; Hui ZHU; Feng-hua LI

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

您当前的位置：

首页 >

文章列表页 >

Achieving efficient location privacy protection based on cache

Correspondences | 更新时间：2024-06-05

- Achieving efficient location privacy protection based on cache
- Journal on Communications Vol. 38, Issue 6, Pages: 148-157(2017)
- 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：
- 基金信息：
  
  The Key Program of the National Natural Science Foundation of China-Guangdong Union Foundation(61672411);The National Natural Science Foundation of China(2016JM6007);The National Natural Science Foundation of China –Guangdong Union Foundation(U1401251);The Natural Science Foundation of Beijing(4152048)
- DOI：10.11959/j.issn.1000-436x.2017129
  CLC： TN929.5
- Online First：2017-06，
  
  Published：25 June 2017
- 稿件说明：
移动端阅览
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：

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

GRUSTER M , GRUNWALD D . Anonymous usage of location-based services through spatial and temporal cloaking [C ] // International Conference on Mobile Systems . 2013 : 31 - 42 .

MOKBEL M F , CHOW C Y , AREF W G . The new casper:query processing for location services without compromising privacy [C ] // The 32nd International Conference on Very Large Data Bases . Seoul,South Korea , 2006 : 763 - 774 .

XU T , CAI Y . Feeling-based location privacy protection for location-based services [C ] // ACM Conference on Computer ＆Communications Security(CCS) . 2009 : 348 - 357 .

CHOW C , MOKEL M F , LIU X . A peer to peer spatial cloaking algorithm for anonymous location based service [C ] // The 14th ACM International Symposium on Geographic Information Systems . 2006 : 171 - 178 .

PAVEL S , FRANK D , KURT R . Map-aware position sharing for location privacy in non-trusted systems [C ] // The 10th International Conference Pervasive Computing . Newcastle England , 2012 : 388 - 405 .

徐建 , 黄孝喜 , 郭鸣 , 等 . 动态 P2P 网络中基于匿名链的位置隐私保护 [J ] . 浙江大学学报(工学版) , 2012 , 46 ( 4 ): 712 - 718 .

XU J , HUANG X X , GUO M , et al . Location privacy through an anonymous chain in dynamic P2P network [J ] . Journal of Zhejiang University(Engineering Science) , 2012 , 46 ( 4 ): 712 - 718 .

CHENG R , ZHANG Y , BERTINO E , et al . Preserving user location privacy in mobile data management infrastructures [C ] // Privacy Enhancing Technology Workshop (PET’ 06) . Cambridge,United Kingdom , 2006 : 393 - 412 .

ANDERSEN M S , KJAERGAARD M B . Towards a new classification of location privacy methods in pervasive computing [J ] . Social Informatics and Telecommunications Engineering , 2012 , 104 : 150 - 161 .

TRONG N P , TRAN K D . A novel trajectory privacy-preserving future time index structure in moving object databases [C ] // The 3th International Conference on Computer and Computational Intelligence . 2012 : 124 - 134 .

魏志强 , 康密军 , 贾东宁 , 等 . 普适计算隐私保护策略研究 [J ] . 计算机学报 , 2010 , 33 ( 1 ): 128 - 138 .

WEI Z Q , KANG M J , JIA D N , et al . Research on privacy protection policy for pervasive computing [J ] . Chinese Journal of Computers , 2010 , 33 ( 1 ): 128 - 138 .

YI X , PAULET R , BERTINO E , et al . Practical approximate k nearest neighbor queries with location and query privacy [J ] . IEEE Transactions on Knowledge and Data Engineering , 2016 ,( 99 ): 1 - 14 .

PAULET R , KAOSAR M G , YI X , et al . Privacy-preserving and content-protecting location based queries [J ] . IEEE Transactions on Knowledge and Data Engineering , 2014 , 26 ( 5 ): 1200 - 1210 .

GHINITA G , KALNIS P , KHOSHGOZARAN A , et al . Privacy queries in location based services:anonymizers are not necessary [C ] // The 27th ACM Conference on Management of Data(SIGMOD’08) . 2008 : 121 - 132 .

HU H , LU R X , HUANG C , et al . An efficient privacy-preserving location based services query scheme in outsourced cloud [J ] . IEEE Transactions on Vehicular Technology , 2016 , 65 ( 9 ): 7729 - 7739 .

ZHU H , LIU F , LI H . Efficient and privacy-preserving polygons spatial query framework for location-based services [J ] . IEEE Internet of Things Journal , 2015 ,( 99 ): 1 - 1 .

毛典辉 , 曹健 , 蔡强 , 等 . 情景感知的位置隐私保护方法研究进展 [J ] . 通信学报 , 2013 , 34 ( Z1 ): 230 - 234 .

MAO D H , CAO J , CAI Q , et al . Survey of the context-aware location privacy-preserving techniques [J ] . Journal on Communications , 2013 , 34 ( Z1 ): 230 - 234 .

GRUTESER M , GRUNWALD D . Anonymous usage of location-based services through spatial and temporal cloaking [C ] // The 1st International Conference on Mobile Systems Applications and Services . USA , 2003 : 31 - 42

YIU M L , JENSEN C S , HUANG X , et al . SpaceTwist:managing the trade-offs among location privacy,query performance,and query accuracy in mobile services [C ] // The IEEE International Conference on Data Engineering . 2008 : 366 - 375 .

CHOW C Y , MOKBEL M F , LIU X . A peer-to-peer spatial cloaking algorithm for anonymous location-based services [C ] // The 14th ACM International Symposium on Advances in Geographic Information Systems(ACM-GIS’06) . 2006 : 171 - 178 .

KIDO H , YANGISAWA Y , SATOH T . An anonymous communication technique using dummies for location-based services [C ] // The 2nd IEEE International Conference on Pervasive Services(ICPS'05) . 2005 : 88 - 97 .

NIU B , LI Q H , ZHU X Y , et al . Achieving k-anonymity in privacy-aware location-based services [C ] // The IEEE 33th International Conference on Computer Communications (INFOCOM’14) . 2014 : 754 - 762 .

霍峥 , 孟小峰 , 黄毅 . PrivateCheckIn:一种移动社交网络中的轨迹隐私保护方法 [J ] . 计算机学报 , 2013 , 36 ( 4 ): 716 - 726 .

HUO Z , MENG X F , HUANG Y . PrivateCheckIn:trajectory privacy-preserving for check-in services in MSNS [J ] . Chinese Journal of Computers , 2013 , 36 ( 4 ): 716 - 726 .

AMINI S , LINDQVIST J , HONG J , et al . Cache:caching location-enhanced content to improve user privacy [J ] . ACM Sigmobile Computing ＆Communication Review , 2010 , 14 ( 3 ): 19 - 21 .

SHOKRI R , THEODORAKOPOULOS G , PAPADIMITRATOS P , et al . Hiding in the mobile crowd:location privacy through collaboration [J ] . IEEE Transactions on Dependable and Secure Computing , 2013 , 11 ( 3 ): 266 - 279 .

ZHU X Y , CHI H T , NIU B , et al . Mobicache:when k-anonymity meets cache [C ] // IEEE Global Communication Conference (GLOBECOM) . 2013 : 820 - 825 .

NIU B , ZHU X Y , LI W H , et al . EPcloak:an efficient and privacy-preserving spatial cloaking scheme for LBSs [C ] // The 11th IEEE International Conference on Mobile Ad Hoc and Sensor Systems(MASS’14) . 2014 : 398 - 406 .

NIU B , LI Q H , ZHU X Y , et al . Enhancing privacy through caching in location-based services [C ] // The IEEE 34th International Conference on Computer Communications (INFOCOM’15) . 2015 : 1017 - 1025 .

西格兰·托比 . 集体智慧编程 [M ] . 北京 : 电子工业出版社 , 2009 : 89 - 91 .

SEGRAN T . Programming collective intelligence [M ] . Beijing : Publishing House of Electronics IndustryPress , 2009 : 89 - 91 .

Views

1594

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Bus cache-based location privacy protection scheme in the Internet of vehicles

Research on protection technology for location privacy in VANET

Personalized differential privacy federated learning method for collaborative spectrum sensing

Design of periodic deniable ring signcryption scheme based on SM9

Lightweight facial authentication scheme based on the SM4 algorithm for privacy protection

Related Author

Jie CUI

Xuefeng CHEN

Jing ZHANG

Lu WEI

Hong ZHONG

Jian-ming ZHANG

Yu-juan ZHAO

Hao-bin JIANG

Related Institution

School of Computer Science and Technology, Anhui University

Anhui Engineering Laboratory of IoT Security Technologies, Anhui University

Institute of Physical Science and Information Technology, Anhui University

School of Computer Science and Communication Engineering, Jiangsu University

Automotive Engineering Research Institute,Jiangsu University

AI问答

⁰