期刊文献+

移动对象连续查询位置匿名策略

Location anonymity method of mobile objects continuous query
下载PDF
导出
摘要 用户位置隐私保护已经成为基于位置服务领域研究的热点问题之一,现有的方法多是只针对用户单独一次查询的隐私保护,没有考虑移动过程中由于连续查询而造成的位置隐私泄露问题。主要针对连续查询下的移动对象位置隐私保护提出一种基于历史用户的虚假用户生成的位置匿名方法,该方法结合用户历史数据,通过确定合理的假用户生成区域及假用户生成时刻其空间位置,使虚假用户能够实时对真实用户位置进行保护,通过实验验证其可行性和有效性。 Location-based services applications are increasingly entering people’s daily lives. Although a location-based service is quite convenient, privacy protection has received considerable attention in location-based services. Currently, there have been numerous studies on protecting location privacy and many methods have been proposed. However, most existing location anonymous method is for a snapshot query, without considering the location privacy leak in continuous LBS queries. This paper proposes a dummy-based anonymizing method based on user history location to protect location privacy in continuous LBS queries.
出处 《计算机工程与应用》 CSCD 北大核心 2015年第12期5-9,共5页 Computer Engineering and Applications
基金 国家自然科学基金(No.61370084 No.61272184 No.61202090) 黑龙江省自然科学基金(No.F201130)
关键词 基于位置的服务 连续查询 虚假用户 位置匿名 Location-Based Service(LBS) continuous query dummy user location anonymity
  • 相关文献

参考文献18

  • 1Jiang B,Yao X.Location-based services and GIS in per- spective[J].Computers, Environment and Urban Systems, 2006,30(6) :712-725.
  • 2Bellavista P, Kupper A,Helal S.Location-based services: back to the future[J].Pervasive Computing, 2008, 7(2) : 85-89.
  • 3周傲英,杨彬,金澈清,马强.基于位置的服务:架构与进展[J].计算机学报,2011,34(7):1155-1171. 被引量:171
  • 4Kapadia A, Triandopoulos N, Cornelius C, et al.Anony- Sense: Opportunistic and privacy-preserving context col- lection[M]//Pervasive Computing.Berlin Heidelberg: Springer, 2008 : 280-297.
  • 5Gruteser M, Grunwald D.Anonymous usage of location- based services through spatial and temporal cloaking[C]// Proceedings of the 1st International Conference on Mobile Systems, Applications and Services, 2003 : 31-42.
  • 6Gedik B,Liu L.Location privacy in mobile systems:a personalized anonymization model[C]//25th IEEE Interna- tional Conference on Distributed Computing Systems, 2005 : 620-629.
  • 7Mokbel M F,Chow C Y,Aref W G.The new Casper: query processing for location services without compro- mising privacy[C]//Proceedings of the 32nd International Conference on Very Large Data Bases,2006:763-774.
  • 8Machanavajjhala A, Kifer D, Gehrke J, et al.l-diversity:privacy beyond k-anonymity[J].ACM Transactions on Knowledge Discovery from Data(TKDD) ,2007,1(1).
  • 9Kalnis P, Ghinita G, Mouratidis K, et al.Preventing loca- tion-based identity inference in anonymous spatial que- ries[J].IEEE Transactions on Knowledge and Data Engi- neering,2007,19(12) : 1719-1733.
  • 10Chow C Y, Mokbel M F.Enabling private continuous queries for revealed user locations[M]//Advances in Spa- tial and Temporal Databases.Berlin Heidelberg:Springer, 2007:258-275.

二级参考文献104

  • 1潘晓,肖珍,孟小峰.位置隐私研究综述[J].计算机科学与探索,2007,1(3):268-281. 被引量:65
  • 2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
  • 3Yang B, Lu H, Jensen C S. Scalable continuous range monitoring of moving objects in symbolic indoor space//Proeeedings of the 18th ACM Conference on Information and Knowledge Management. Hong Kong, China, 2009:671-680.
  • 4Wolfson O, Sistla P A, Chamberlain S, Yesha Y. Updating and querying databases that track mobile units. Distributed and Parallel Databases, 1999, 7(3): 257-387.
  • 5Pfoser D, Jensen C S. Capturing the uncertainty of movingobjects representations//Proceedings of the 6th International Symposium on Advances in Spatial Databases. Hong Kong, China, 1999:111-132.
  • 6Cheng R: Kalashnikov D V, Prabhakar S. Querying imprecise data in moving object environments. IEEE Transactions on Knowledge and Data Engineering, 2004, 16(9): 1112- 1127.
  • 7Zhang M, Chen S, Jensen C S, Ooi B C, Zhang Z. Effectively indexing uncertain moving objects for predictive queries// Proceedings of the VLDB Endowment. Lyon, 2009, 2 (1): 1198-1209.
  • 8Cheng R, Chen L, Chen J, Xie X. Evaluating probability threshold k-nearest-neighbor queries over uncertain data// Proceedings of the 12th International Con/erence on Extending Database Technology. Saint Petersburg, 2009 :672-683.
  • 9Tao Y, Cheng R, Xiao X, Ngai W K, Kao B, Prabhakar S. Indexing multi-dimensional uncertain data with arbitrary probability density funetions//Proceedings of the 31st International Conference on Very Large Data Bases. Trondheim, 2005 : 922-933.
  • 10Kalashnikov D V, Ma Y, Mehrotra S, Hariharan R. Index for fast retrieval of uncertain spatial point data//Proceedings of the 14th ACM International Symposium on Geographic Information Systems. Arlington, 2006:195-202.

共引文献199

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部