移动互联网中的位置隐私保护研究

王宇航; 张宏莉; 余翔湛

doi:10.11959/j.issn.1000-436x.2015167

您当前的位置：

首页 >

文章列表页 >

移动互联网中的位置隐私保护研究

综述 | 更新时间：2024-06-05

- 移动互联网中的位置隐私保护研究
- Research on location privacy in mobile internet
- 通信学报 2015年36卷第9期页码：230-243
- 作者机构：
  
  哈尔滨工业大学计算机网络与信息安全技术研究中心，黑龙江哈尔滨 150001
- 作者简介：
  
  [ "王宇航（1987-），男，黑龙江哈尔滨人，哈尔滨工业大学博士生，主要研究方向为移动互联网和信息安全。" ]
  [ "张宏莉（1973-），女，吉林榆树人，哈尔滨工业大学教授、博士生导师，主要研究方向为网络与信息安全、网络测量与建模、网络计算、并行处理等。" ]
  [ "余翔湛（1973-），男，黑龙江哈尔滨人，哈尔滨工业大学教授，主要研究方向为网络容灾和信息安全。" ]
- 基金信息：
  
  国家重点基础研究发菜计划（“973”计划）基金资助项目(2011CB302605);国家自然科学基金资助项目(61173144);国家自然科学基金资助项目(61073194);国家自然科学基金资助项目(61202457);）国家科技支撑计划基金资助项目(2012BAH37B01)
- DOI：10.11959/j.issn.1000-436x.2015167
  中图分类号： TP393
- 网络出版日期：2015-09，
  
  纸质出版日期：2015-09-25
- 稿件说明：
移动端阅览
王宇航, 张宏莉, 余翔湛. 移动互联网中的位置隐私保护研究[J]. 通信学报, 2015,36(9):230-243.

Yu-hang WANG, Hong-li ZHANG, Xiang-zhan YU. Research on location privacy in mobile internet[J]. Journal on communications, 2015, 36(9): 230-243.
王宇航, 张宏莉, 余翔湛. 移动互联网中的位置隐私保护研究[J]. 通信学报, 2015,36(9):230-243. DOI： 10.11959/j.issn.1000-436x.2015167.

Yu-hang WANG, Hong-li ZHANG, Xiang-zhan YU. Research on location privacy in mobile internet[J]. Journal on communications, 2015, 36(9): 230-243. DOI： 10.11959/j.issn.1000-436x.2015167.

摘要

全面归纳了移动互联网中位置隐私保护的相关研究工作，总结了位置服务和定位服务中的威胁模型。然后，详细介绍了现有基于位置服务的隐私保护技术，分析了其在抗隐私攻击和位置隐私适用性方面的优缺点，并阐述了定位服务中位置隐私问题的本质、威胁和解决方法。最后指出了需要进一步研究的问题。

Abstract

The related researches on location privacy in mobile internet were surveyed comprehensively

dissertate sepa-rately from the perspective of LBS(location-based services) and location service.First the privacy protection approaches for LBS were detailed

their features in the view of privacy attacks and LBS applicability were researched.Then the es-sence and research boundary of location privacy in location service were demonstrated

its related research progress and policies were introduced.The future research directions are provided in the end.

关键词

Keywords

references

KIM H , KIM J , LEE Y , et al . An empirical study of the use contexts and usability problems in mobile Internet [A ] . Proceedings of the 35th Hawaii International Conference on System Sciences (HICSS 2002) [C ] . Hawaii , 2002 .

Internet trends 2014 [EB/OL ] . http://www.kpcb.com/internet-trends http://www.kpcb.com/internet-trends , 2014 .

The Unital States' global surveillance recond [EB/OL ] . http://news.xinhuanet.com/201-4-05/26/c_1110865223.htm http://news.xinhuanet.com/201-4-05/26/c_1110865223.htm , 2014 .

DAMIANI M L , CUIJPERS C . Privacy challenges in third-party location services [A ] . IEEE 14th International Conference on Mobile Data Management(MDM 2013) [C ] . Milan,Italy , 2013 .

DUCKHAM M , KULIK L . Location Privacy and Location-Aware Computing [M ] . FL:CRC Press , 2006 .

周傲英，杨彬，金澈清，等 . 基于位置的服务：架构与进展 [J ] . 计算机学报 2011 , 34 ( 7 ): 1155 - 1171 .

ZHOU A Y , YANG B , JIN C Q , et al . Location-based services:archi-tecture and progress [J ] . Chinese Journal of Computers , 2011 , 34 ( 7 ): 1155 - 1171 .

KIDO H , YANAGISAWA Y , SATOH T . An anonymous communica-tion technique using dummies for location-based services [A ] . Pro-ceedings of the International Conference on Pervasive Services(ICPS 2005) [C ] . Santorini,Greece , 2005 . 88 - 97 .

SHANKAR P , GANAPATHY V , IFTODE L . Privately querying location-based services with sybilQuery [A ] . Proceedings of the 11th Inter-national Conference on Ubiquitous Computing(UBICOMP 2009) [C ] . 2009 . 31 - 40 .

HONG J I , LANDAY J A . An architecture for privacy-sensitive ubiq-uitous computing [A ] . Proceedings of the 2nd International Conference on Mobile Systems,Applications,and Services(MOBISYS 2004) [C ] . Boston,Massachusetts,USA , 2004 . 177 - 189 .

ARDAGNA C A , CREMONINI M , DAMIANI E . Location privacy protection through obfuscation-based techniques [A ] . Proceedings of the 21st Annual IFIP WG 11.3 Working Conference on Data and Ap-plications Security [C ] . 2007 . 47 - 60 .

DUCKHAM M , KULIK L . A formal model of obfuscation and nego-tiation for location privacy [A ] . Proceedings of the 3rd International Conference on Pervasive Computing(PERVASIVE 2005) [C ] . Munich,Germany , 2005 . 152 - 170 .

HU H B , XU J L . 2PASS bandwidth-optimized location cloaking for anonymous location-based services [J ] . IEEE Transactions on Parallel and Distributed Systems , 2010 , 21 ( 10 ): 1458 - 1472 .

GRUTESER M , GRUNWALD D . Anonymous usage of loca-tion-based services through spatial and temporal cloaking [A ] . Pro-ceedings of the 1st International Conference on Mobile Systems,Ap-plications and Services (MOBISYS 2003) [C ] . San Francisco,Califor-nia , 2003 . 31 - 42 .

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

GEDIK B , LIU L . Location privacy in mobile systems:a personalized anonymization model [A ] . Proceedings of the 25th IEEE International Conference on Distributed Computing Systems (ICDCS 2005) [C ] . Columbus,OH,USA , 2005 . 620 - 629 .

ZHANG C Y , HUANG Y . Cloaking locations for anonymous location based services:a hybrid approach [J ] . Geoinformatica , 2009 , 13 ( 2 ): 159 - 182 .

PAN X , MENG X F , XU J L . Distortion-based anonymity for continu-ous queries in location-based mobile services [A ] . Proceedings of the ACM SIGSPATIAL International Conference on Advances in Ge-ographic Information Systems(GIS 2009) [C ] . Seattle,Washington , 2009 . 256 - 265 .

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

BERESFORD A R , STAJANO F . Mix zones:user privacy in loca-tion-aware services [A ] . Proceedings of the 2nd IEEE Annual Confer-ence on Pervasive Computing and Communications Workshops [C ] . 2004 . 127 - 131 .

PALANISAMYB , LIU L . MobiMix:protecting location privacy with mix-zones over road networks [A ] . IEEE 27th International Conference on Data Engineering (ICDE 2011) [C ] . 2011 . 494 - 505 .

JANG M Y , CHANG J W . A new cloaking method based on weighted adjacency graph for preserving user location privacy in LBS [J ] . Com-puter Science and its Applications , 2012 , 203 : 129 - 138 .

GHINITA G , KALNIS P , SKIADOPOULOS S . Mobihide:a mobile peer to peer system for anonymous location-based queries [A ] . Pro-ceedings of the 10th International Conference on Advances in Spatial and Temporal Databases (SSTD 2007) [C ] . Boston,MA,USA , 2007 . 221 - 238 .

WERNKE M , SKVORTSOV P , DURR F , et al . A classification of location privacy attacks and approaches [J ] . Personal and Ubiquitous Computing , 2012 , 18 ( 1 ): 163 - 175 .

CHOW C Y , MOKBEL M F . Trajectory privacy in location-based services and data publication [J ] . SIGKDD Explorations , 2011 , 13 ( 1 ): 19 - 29 .

MASCETTI S , FRENI D , BETTINI C , et al . Privacy in geo-social networks:proximity notification with untrusted service providers and curious buddies [J ] . The VLDB Journal , 2011 , 20 ( 4 ): 541 - 566 .

LI X Y , JUNG T . Search me if you can:privacy-preserving location query service [A ] . Proceedings of the INFOCOM 2013 [C ] . Turin,Italy , 2013 . 2760 - 2768 .

MARIAS G F , DELAKOURIDIS C , KAZATZOPOULOS L , et al . Location privacy through secret sharing techniques [A ] . Sixth IEEE In-ternational Symposium on a World of Wireless Mobile and Multimedia Networks(WOWMOM 2005) [C ] . Taormina,Italy , 2005 . 614 - 620 .

WERNKE M , DURR F , ROTHERMEL K . PShare:position sharing for location privacy based on multi-secret sharing [A ] . Proceedings of the 10th IEEE International Conference on Pervasive Computing and Com-munications (PERCOM 2012) [C ] . Lugano,Switzerland , 2012 . 153 - 161 .

KRUMM J . Inference attacks on location tracks [A ] . Proceedings of the 5th International Conference on Pervasive Computing (PERVA-SIVE 2007) [C ] . Toronto,Canada , 2007 . 127 - 143 .

GHINITA G , DAMIANI M L , SILVESTRI C , et al . Preventing veloc-ity-based linkage attacks in location-aware applications [A ] . Pro-ceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS 2009) [C ] . Seattle,Washington,USA , 2009 . 246 - 255 .

MOKBEL M F . Privacy in location-based services:state of the art and research directions [A ] . Proceedings of the 8th International Confer-ence on Mobile Data Management(MDM 2007) [C ] . Mannheim,Ger-many , 2007 . 228 .

MACHANAVAJJHALA A , KIFER D , GEHRKE J , et al . L-diversity:privacy beyond k-anonymity [J ] . ACM Transactions on Knowledge Discovery from Data , 2007 , 1 ( 1 ): 3 .

TSAI J Y , KELLEY P G , CRANOR L F , et al . Location-sharing tech-nologies:privacy risks and controls [A ] . TPRC 2009 [C ] . 2009 .

Location API [EB/OL ] . http://developer.android.com/google/play-se-rvices/location.html http://developer.android.com/google/play-se-rvices/location.html .

Privacy policiey [EB/OL ] . http://www.google.com/intl/en/policies/pr-ivacy/#infosecurity http://www.google.com/intl/en/policies/pr-ivacy/#infosecurity .

LAMARCA A , HIGHTOWER J , SMITH I , et al . Self-mapping in 802.11 location systems [A ] . Proceedings of the 7th International Con-ference on Ubiqutous Computing(UBICOMP 2005) [C ] . Tokyo,Japan , 2005 . 87 - 104 .

LATEGAHN J , KUENEMUND F , ROEHRIG C . Mobile robot local-ization using WLAN,odometry and gyroscope data [J ] . International Journal of Computing , 2010 , 9 ( 1 ): 22 - 30 .

FICCO M , PALMIERI F , CASTIGLIONE A . Hybrid indoor and outdoor location services for new generation mobile terminals [J ] . Per-sonal and Ubiquitous Computing , 2014 , 18 ( 2 ): 271 - 285 .

KUHN M G . An asymmetric security mechanism for navigation sig-nals [A ] . Proceedings of the 6th International Conference on Informa-tion Hiding(IH 2004) [C ] . Toronto,Canada , 2004 . 239 - 252 .

TIPPENHAUER N O , RASMUSSEN K B , POPPER C , et al . Attacks on public WLAN-based positioning systems [A ] . Proceedings of the 7th International Conference on Mobile Systems,Applications,and Services(MOBISYS 2009) [C ] . Kraków,Poland , 2009 . 29 - 40 .

Android location SDK [EB/OL ] . http://developer.baidu.com/map/geosd-k.htm http://developer.baidu.com/map/geosd-k.htm .

Configure access points with google location services [EB/OL ] . https://support.google.com/maps https://support.google.com/maps .

PENG Z T , KAJI K , KAWAGUCHI N . Privacy protection in WiFi-based location estimation [A ] . Seventh International Conference on Mobile Computing and Ubiquitous Networking(ICMU 2014) [C ] . Singapore , 2014 . 62 - 67 .

王璐，孟小峰 . 位置大数据隐私保护研究综述 [J ] . 软件学报 2014 , 25 ( 4 ): 693 - 712 .

WANG L , MENG X F . Location privacy preservation in big data era:a survey [J ] . Journal of Software , 2014 , 25 ( 4 ): 693 - 712 .

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

WANG H , WANG Z Y , SHEN G B , et al . Wheelloc:enabling con-tinuous location service on mobile phone for outdoor scenarios [A ] . Proceedings of the INFOCOM 2013 [C ] . Turin,Italy , 2013 . 2733 - 2741 .

About POLS [EB/OL ] . http://pols.sourceforge.net/ http://pols.sourceforge.net/ .

LI B H , QUADER I J , DEMPSTER A G . On outdoor positioning with WiFi [J ] . Journal of Global Positioning Systems , 2008 , 7 ( 1 ): 18 - 26 .

浏览量

1107

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

KAP：一种面向定位服务的位置隐私保护方法

基于深度学习的位置大数据统计发布与隐私保护方法

基于预测和滑动窗口的轨迹差分隐私保护机制

基于位置服务隐私自关联的隐私保护方案

基于位置服务中时空关联的隐私保护方案