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面向LBS的隐私保护模型及方案 被引量：14

LBS-oriented location privacy protection model and scheme
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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。 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.
作者 杨松涛 马春光 周长利
机构地区 哈尔滨工程大学计算机科学与技术学院 佳木斯大学信息电子技术学院 哈尔滨工程大学国家保密学院
出处 《通信学报》 EI CSCD 北大核心 2014年第8期116-124,共9页 Journal on Communications
基金 国家自然科学基金资助项目(61170241) 高等学校博士学科点专项科研基金资助项目(20132304110017) 黑龙江省教育厅科学技术研究基金资助项目(12513049) 哈尔滨市科技创新人才专项基金资助项目(2012RFXXG086)~~
关键词 隐私保护 基于位置的服务 K-匿名 盲查询 privacy protection location-based services k-anonymity blind query
分类号 TP309.2 [自动化与计算机技术—计算机系统结构]
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。
  • 相关文献

参考文献21

  • 1HARRISON B, DEY A. What have you done with location-based services lately[J]. IEEE Pervasive Computing, 2009, 8(4): 66-70.
  • 2GRUTESER 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[C]. A Francisco, California, 2003.31-42.
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二级参考文献37

  • 1杨晓春,刘向宇,王斌,于戈.支持多约束的K-匿名化方法[J].软件学报,2006,17(5):1222-1231. 被引量：60
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  • 6Mokbel M F, Chow C Y, Aref W G. The new casper: Query processing for location services without compromising privacy//Proceedings of the International Conference on Very Large Data Bases (VLDB'06). New York, USA, 2006: 763-774.
  • 7Xiao Z, Meng X, Xu J. Quality-aware privacy protection for location-based services//Proceedings of the International Conference on Database Systems for Advanced Applications (DASFAA'07). Bangkok, Thailand, 2007: 434 446.
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  • 10Chow C, Mokbel M F, Liu X. A peer-to-peer spatial cloaking algorithm for anonymous location-based services//Proceedings of the Annual ACM International Symposium on Advances in Geographic Information Systems (GIS'06). Virginia, USA, 2006:171-178.

共引文献109

同被引文献79

  • 1GRUTESER M, GRUNVqALD 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[C]. 2003.31-42.
  • 2NIU B, LI Q, ZHU X, et al. Achieving k-anonymity in privacy-aware location-based services[A].Proc IEEE INFOCOM[C]. 2014.754-762.
  • 3GHINITA G. Privacy for location-based services[J]. Synthesis Lee- tures on Information Security, Privacy, & Trust, 2013, 4(1): 1-85.
  • 4BAMBA 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]. 2008. 237-246.
  • 5DONDI R, MAURI G, ZOPPIS I. The l-diversity problem: tractability and approximability[J]. Theoretical Computer Science, 2013, 511: 159-171.
  • 6KIDO H, YANAGISAWA Y, SATOH T. An anonymous communica- tion technique using dummies for location-based services[A]. Perva- sive Services, ICPS'05, Proceedings International Conference[C]. 2005.88-97.
  • 7NIU B, ZHANG Z, LI X, et al. Privacy-area aware dummy generation algorithms for location-based services[A].Commtmications (ICC), 2014 IEEE International Conference[C]. 2014. 957-962.
  • 8HONG J I, LANDAY J A. An architecture for privacy-sensitive ubiquitous computing[A].Proceedings of the 2nd International Conference on Mobile Systems, Applications, and Services[C]. 2004. 177-189.
  • 9YIU M L, JENSEN C S, HUANG X, et al. Spacetwist: managing the txade-offs among location privacy, query performance, and query ac- curacy in mobile services[A].Data Engineering, ICDE 2008, IEEE 24th International Conference[C]. 2008. 366-375.
  • 10HUO Z, MENG X, HU H, et al. You can walk alone: trajectory pri- vacy-preserving through significant stays protection[A]. Database Sys- tems for Advanced Applications[C]. Springer Berlin Heidelberg, 2012. 351-366.

引证文献14

二级引证文献74

通信学报
2014年 第8期

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