华东师范大学学报（自然科学版） >

2015 , Vol. 2015 >Issue 5: 143 - 153

DOI: https://doi.org/10.3969/j.issn.1000-5641.2015.05.012

LBS系统及应用

基于多边形隐匿区域的LBS系统

  • 曹伍 ,
  • 徐葎 ,
  • 刘玉葆 ,
  • 印鉴
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  • 中山大学 计算机系， 广州510006
曹伍，男，硕士研究生，研究方向为数据库、数据挖掘等

收稿日期: 2015-07-09

  网络出版日期: 2015-10-08

基金资助

国家自然科学基金（61472453，U1401256）；广东省科技计划项目（2014A080802003）

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The LBS system based on polygonal cloaking region

  • CAO Wu ,
  • XU Lv ,
  • LIU Yu-Bao ,
  • YIN Jian
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Received date: 2015-07-09

  Online published: 2015-10-08

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摘要

随着位置探测设备\[例如便携式电话、全球定位系统(Global Positioning System,GPS）、无线射频识别（Radio Frequency Identification,RFID）等\]的广泛使用，使得基于位置服务(LocationBased Services，LBS)日益受到人们的关注. LBS在给移动用户带来方便的同时，也带来了位置隐私泄漏的风险. 已有的隐私保护策略通过位置泛化，把用户所在的位置坐标泛化为一个圆形或者矩形的隐匿区域，使得用户的位置很好地隐藏在这个区域中. 但实际应用中，用户需要的隐匿区域往往是和实际地形相关的，并不一定是矩形或者圆形；相反使用圆形或矩形作为隐匿区域会增加无效区域的比例，降低位置信息的精度. 基于已有系统的不足，本文设计实现了一个基于多边形隐匿区域的LBS系统. 该系统允许用户自定义多边形隐匿区域，并基于LBS中心服务器，对用户的位置隐私进行双重保护.最后的性能测试说明了该系统的有效性.

关键词： 基于位置服务; 位置隐私保护; 多边形隐匿区域

本文引用格式

曹伍 , 徐葎 , 刘玉葆 , 印鉴 . 基于多边形隐匿区域的LBS系统[J]. 华东师范大学学报（自然科学版）, 2015 , 2015(5) : 143 -153 . DOI: 10.3969/j.issn.1000-5641.2015.05.012

Abstract

With the broad range of application of location detected device such as mobile phone, GPS and RFID etc, the researchers have paid more and more attention to the locationbased services (LBS). Though LBS brings convenience to us, it also rises up the risk of location privacy leakages. The existing LBS systems transform the users’ locaiton into a rectangle or circle cloaking region by location generalization. Then, the users’ location can be hidden in the cloaking region to achieve the purpose of protecting the users’ locaiton privacy. However, in practical applications, the cloaking region may be related to the actual landform for the users’ location, it may not be a rectangle or circle region. In fact, a rectangle or circle region even may result in the increase of invalid region and reduce the location information accuracy. In this paper, based on the shortcoming of existing systems, we design and implement a new system in which the user can define the polygonal cloaking region based on actual landform. At the meantime, the system can provide a double protection for the users’ location privacy. The system performance tests show the effectiveness of the propsed system.

Key words： locationbased services; locationbased privacy protection; polygonal cloaking region

参考文献

［1］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.

［2］薛姣, 刘向宇, 杨晓春, 等. 一种面向公路网络的位置隐私保护方法［J］. 计算机学报, 2011, 34(5): 865878。

［3］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): 19771985。

［4］潘晓, 郝兴, 孟小峰. 基于位置服务中的连续查询隐私保护研究［J］. 计算机研究与发展, 2011, 47(1): 121129.

［5］MOKBEL M F, CHOW C, AREF W G. The new casper: Query processing for location services without compromising privacy［C］//Proceedings of the 32nd Internationl Conference on Very Large Date Bases. ACM, 2006: 763774.

［6］CHOW C Y, MOKBEL M F, HE T. Tinycasper: A privacypreserving aggregate location monitoring system in wireless sensor networks［C］//Proceedings of the 2008 ACM SIGMOD Internationl Conference on Management of Date. ACM, 2008: 13071310.

［7］GHINITA G, KALNIS P, SKIADOPOULOS S. PRIVE: Anonymous locationbased queries in distributed moblile systems\[C\]//Proceedings of the 16th International Conference on World Wide Web. ACM, 2007: 371380.

［8］张鹏, 童云海, 唐世渭, 等. 一种有效的隐私保护关联规则挖掘方法［J］. 软件学报, 2006, 17(08): 11641774.

［9］GAO J, YU J X, JIN R M, et al. Neighborhoodprivacy protected shortest distance computing in cloud［C］//Proceedings of the 2011 ACM SIGMOD Internationl Conference on Management of Date. ACM, 2011: 409420.

［10］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.

［11］ LIU Y, CHEN X, LI Z, et al. An efficient method for privacy preserving location queries［J］. Frontiers of Computer Science, 2012, 6(4): 409420. 

［12］ 陈修伟. 基于多边形隐匿区域的定位服务研究［D］. 广州：中山大学，2010.
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