{"title":"A Mobile Terminal Based Trajectory Preserving Strategy for Continuous Querying LBS Users","authors":"Yunxia Feng, Peng Liu, Jianhui Zhang","doi":"10.1109/DCOSS.2012.33","DOIUrl":null,"url":null,"abstract":"Location privacy is one critical factor concerned by mobile users of Location Based Service (LBS). Location privacy of mobile users includes two parts: current position information and trajectory information. The problem of position anonymity in Ad Hoc & sensor networks has been widely studied during past years. Nevertheless, most of existing privacy preserving solutions either need a third part server or require a large number of users. This paper proposes a simple and distributed trajectory preserving strategy, called Virtual Avatar (VAvatar). VAvater adopts a virtual path programming resolution, which does not need any third-part server (agent), to achieve trajectory information anonymity for continuous querying users of LBS. On the other hand, attackers may have strong ability to make mobility predictions by analyzing spatio-temporal relation of historical communication data. In order to prevent users from such threatening, VAvatar takes following two strategies: noisy location selecting strategy and query scheduling strategy to interrupt spacial and temporal relationships between position data. Theoretical analysis and experiments show that VAvatar provides efficient protection of trajectory privacy for mobile users with tolerable energy cost.","PeriodicalId":448418,"journal":{"name":"2012 IEEE 8th International Conference on Distributed Computing in Sensor Systems","volume":"93 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"17","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE 8th International Conference on Distributed Computing in Sensor Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DCOSS.2012.33","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 17
Abstract
Location privacy is one critical factor concerned by mobile users of Location Based Service (LBS). Location privacy of mobile users includes two parts: current position information and trajectory information. The problem of position anonymity in Ad Hoc & sensor networks has been widely studied during past years. Nevertheless, most of existing privacy preserving solutions either need a third part server or require a large number of users. This paper proposes a simple and distributed trajectory preserving strategy, called Virtual Avatar (VAvatar). VAvater adopts a virtual path programming resolution, which does not need any third-part server (agent), to achieve trajectory information anonymity for continuous querying users of LBS. On the other hand, attackers may have strong ability to make mobility predictions by analyzing spatio-temporal relation of historical communication data. In order to prevent users from such threatening, VAvatar takes following two strategies: noisy location selecting strategy and query scheduling strategy to interrupt spacial and temporal relationships between position data. Theoretical analysis and experiments show that VAvatar provides efficient protection of trajectory privacy for mobile users with tolerable energy cost.
位置隐私是基于位置服务(LBS)的移动用户关心的一个重要因素。移动用户位置隐私包括当前位置信息和轨迹信息两部分。近年来,Ad Hoc &传感器网络中的位置匿名问题得到了广泛的研究。然而,大多数现有的隐私保护解决方案要么需要第三方服务器,要么需要大量用户。本文提出了一种简单的分布式轨迹保持策略——虚拟化身(VAvatar)。VAvater采用虚拟路径规划解析,不需要任何第三方服务器(agent),实现连续查询LBS用户的轨迹信息匿名。另一方面,攻击者通过分析历史通信数据的时空关系,可能具有很强的移动性预测能力。为了防止用户受到这种威胁,VAvatar采用了两种策略:噪声位置选择策略和查询调度策略来中断位置数据之间的时空关系。理论分析和实验表明,VAvatar以可承受的能量成本为移动用户提供了有效的轨迹隐私保护。