面向LBS的隐私保护模型及方案

杨松涛; 马春光; 周长利

doi:10.3969/j.issn.1000-436x.2014.08.015

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面向LBS的隐私保护模型及方案

学术论文 | 更新时间：2024-10-11

- 面向LBS的隐私保护模型及方案
- LBS-oriented location privacy protection model and scheme
- 通信学报 2014年35卷第8期页码：116-124
- 作者机构：
  
  1. 哈尔滨工程大学计算机科学与技术学院，黑龙江哈尔滨 150001
  2. 佳木斯大学信息电子技术学院，黑龙江佳木斯 154007
  3. 哈尔滨工程大学国家保密学院，黑龙江哈尔滨 150001
- 作者简介：
  
  [ "杨松涛（1972-），男，黑龙江佳木斯人，哈尔滨工程大学博士生，佳木斯大学副教授，主要研究方向为物联网安全、隐私保护。" ]
  [ "马春光（1974-），男，黑龙江双鸭山人，哈尔滨工程大学院教授、博士生导师，哈尔滨工程大学国家保密学院副院长，主要研究方向为密码学、信息安全、传感网与物联网。" ]
  [ "周长利（1985-），男，黑龙江哈尔滨人，哈尔滨工程大学博士生，主要研究方向为物联网安全、隐私保护。" ]
- 基金信息：
  
  国家自然科学基金资助项目;The National Natural Science Foundation of China(61170241);高等学校博士学科点专项科研基金资助项目;Specialized Research Fund for the Doctoral Program of Higher Education(20132304110017);黑龙江省教育厅科学技术研究基金资助项目;The Education Department of Heilongjiang Province Science and Technology Research Projects(12513049);哈尔滨市科技创新人才专项基金资助项目;Harbin Technological Innovation Talent Special Funds(2012RFXXG086)
- DOI：10.3969/j.issn.1000-436x.2014.08.015
  中图分类号： TP309.2
- 网络出版日期：2014-08，
  
  纸质出版日期：2014-08-25
- 稿件说明：
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杨松涛, 马春光, 周长利. 面向LBS的隐私保护模型及方案[J]. 通信学报, 2014,35(8):116-124.

Song-tao YANG, Chun-guang MA, Chang-li ZHOU. LBS-oriented location privacy protection model and scheme[J]. Journal on communications, 2014, 35(8): 116-124.
杨松涛, 马春光, 周长利. 面向LBS的隐私保护模型及方案[J]. 通信学报, 2014,35(8):116-124. DOI： 10.3969/j.issn.1000-436x.2014.08.015.

Song-tao YANG, Chun-guang MA, Chang-li ZHOU. LBS-oriented location privacy protection model and scheme[J]. Journal on communications, 2014, 35(8): 116-124. DOI： 10.3969/j.issn.1000-436x.2014.08.015.

摘要

首先，提出一种基于中心服务器结构的位置隐私保护模型，然后，针对该模型设计了一种基于伪随机置换的位置隐私保护方案，此方案借鉴k-匿名技术、秘密信息检索技术的设计理念和方法，实现了完美匿名和基于位置的盲查询。最后，证明此方案具备不可追踪性和不可关联性等安全属性，并对方案的效率问题进行了分析。

Abstract

A location privacy protection model was proposed based on the central server structure

designed a location privacy protection scheme based on pseudo-random permutation for the model. Proposed scheme builds on k-anonymous and secret information retrieval technology design concept and methods

achieves a blind query and perfect anonymous. This scheme has been proven to have untraceability and unlinkability

and the efficiency is analyzed as well.

关键词

Keywords

references

HARRISON B , DEY A . What have you done with location-based services lately [J ] . IEEE Pervasive Computing , 2009 , 8 ( 4 ): 66 - 70 .

GRUTESER M , GRUNWALD D . Anonymous usage of location-based services through spatial and temporal cloaking [A ] . Proceedings of the 1st International Conference on Mobile Systems, Applications and Ser-vices , A Francisco, California 2003 . 21 - 42 .

BAMBA B , LIU L , PESTI P , et al . Supporting anonymous location queries in mobile environments with privacygrid [A ] . Proceedings of the 17th International Conference on World Wide Web [C ] . Beijing, China , 2008 . 237 - 246 .

LIU F , HUA K A , CAI Y . Query l-diversity in location-based ser-vices [A ] . Proceedings of the 10th International Conference on Mobile Data Management: Systems, Services and Middleware [C ] . 2009 . 436 - 442 .

LEE B , OH J , YU H , et al . Protecting location privacy using location semantics [A ] . Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining [C ] . 2011 . 1289 - 1297 .

KALNIS P , GHINITA G . MOURATIDIS K, et al. Preventing loca-tion-based identity inference in anonymous spatial queries [J ] . IEEE Transactions on Knowledge and Data Engineering , 2007 , 19 ( 12 ): 1719 - 1733 .

PINGLEY A , YU W , ZHANG N , et al . A context-aware scheme for privacy-preserving location-based services [J ] . Computer Networks , 2012 , 56 ( 11 ): 2551 - 2568 .

NI W , ZHENG J , CHONG Z . HilAnchor: location privacy protection in the presence of users' preferences [J ] . Computer Science and Tech-nology , 2012 , 27 ( 2 ): 413 - 427 .

CHOW C , MOKBEL M F , LIU X . A peer to peer spatial cloaking algorithm for anonymous location based services [A ] . Proceedings of the ACM Symposium on Advances in Geographic Information Sys-tems , Arlington, VA 2006 . 171 - 178 .

黄毅，霍峥，孟小峰 . CoPrivacy：一种用户协作无匿名区域的位置隐私保护方法 [J ] . 计算机学报， 2011 , 34 ( 10 ): 1976 - 1985 .

HUANG Y , HUO Z , MENG X F . CoPrivacy : a collaborative location privacy-preserving method without cloaking region [J ] . Chinese Jour-nal of Computers , 2011 , 34 ( 10 ): 1976 - 1985 .

HU H B , XU J L . Non-exposure location anonymity [A ] . IEEE 25th International Conference on Data Engineering [C ] . 2009 . 1120 - 1131 .

HASHEM T , KULIK L . “Don't trust anyone”: privacy protection for location-based services [A ] . Pervasive and Mobile Computing , 2011 , 7 ( 1 ): 44 - 59 .

NERGIZ M E , ATZORI M , SAYGIN Y , et al . Towards trajectory anonymization: a generalization-based approach [A ] . Transactions on Data Privacy , 2009 , 2 ( 1 ): 47 - 75 .

MEYEROWITZ J , CHOUDHURY R R . Hiding stars with fireworks:location privacy through camouflage [A ] . Proceedings of the 15th An-nual International Conference on Mobile Computing and Network-ing [C ] . Beijing, China , 2009 . 345 - 356 .

BERESFORD A R , STAJANO F . Location privacy in pervasive com-puting [A ] . IEEE Pervasive Computing , 2003 , 2 ( 1 ): 46 - 55 .

HOH B , GRUTESER M , XIONG H , et al . Preserving privacy in GPS traces via uncertainty-aware path cloaking [A ] . Proceedings of the 14th ACM Conference on Computer and Communications Security [C ] . Alexandria, Virginia, USA , 2007 . 161 - 171 .

GHINITA G , KALNIS P , KHOSHGOZARAN A , et al . Private queries in location-based services: anonymizers are not necessary [A ] . Pro-ceedings of the 2008 ACM SIGMOD International Conference on Management of Data , Vancouver, Canada: ACM , 2008 . 121 - 132 .

KHOSHGOZARA A , SHAHABI C , SHIRANI-MEHR H . Location privacy: going beyond k-anonymity, cloaking and anonymizers [A ] . Knowledge and Information Systems , 2011 , 26 ( 3 ): 435 - 465 .

ASHOURI-TALOUKI M , BARAANI-DASTJERDI A , SELCUK A . GLP: a cryptographic approach for group location privacy [J ] . Com-puter Communications , 2012 , 35 ( 12 ): 1527 - 1533 .

林欣，李善平，杨朝晖 . LBS 中连续查询攻击算法及匿名性度量 [J ] . 软件学报， 2009 , 20 ( 4 ): 1058 - 1068 .

LIN X , LI S P , YANG Z H . Attacking algorithms against continuous queries in LBS and anonymity measurement [J ] . Chinese Journal of Software , 2009 , 20 ( 4 ): 1058 - 1068 .

ASONOV D . Querying Databases Privately: a New Approach to Pri-vate Information Retrieval [J ] . Springer , 2004 .

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