{"title":"基于网格的LBS用户位置隐私保护方法","authors":"Lei Mou, A. Lbath","doi":"10.1145/2675682.2676398","DOIUrl":null,"url":null,"abstract":"With the availability and rapid development of GPS-enabled mobile devices and the positioning technology, the Location-Based Services (LBS), aiming at providing customized services according to users' spatio-temporal location information, become increasingly popular in many domains. Users are more and more concerned about privacy issues such as the disclosure of their location in one hand. In the other hand they take advantage of the conveniences of LBS in different aspects of their daily lives. Many researches have been conducted in the location cloaking of location privacy, however, the long cloaking time and large cloaked spatial area affected the quality of service. To solve this problem, we propose a grid-based location cloaking method based on k-anonymity model, which is expected to produce better quality of service by reducing the cloaking time and cloaked spatial region.","PeriodicalId":337858,"journal":{"name":"GeoPrivacy '14","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A grid-based location privacy-preserving method for LBS users\",\"authors\":\"Lei Mou, A. Lbath\",\"doi\":\"10.1145/2675682.2676398\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the availability and rapid development of GPS-enabled mobile devices and the positioning technology, the Location-Based Services (LBS), aiming at providing customized services according to users' spatio-temporal location information, become increasingly popular in many domains. Users are more and more concerned about privacy issues such as the disclosure of their location in one hand. In the other hand they take advantage of the conveniences of LBS in different aspects of their daily lives. Many researches have been conducted in the location cloaking of location privacy, however, the long cloaking time and large cloaked spatial area affected the quality of service. To solve this problem, we propose a grid-based location cloaking method based on k-anonymity model, which is expected to produce better quality of service by reducing the cloaking time and cloaked spatial region.\",\"PeriodicalId\":337858,\"journal\":{\"name\":\"GeoPrivacy '14\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-11-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"GeoPrivacy '14\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2675682.2676398\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"GeoPrivacy '14","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2675682.2676398","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
摘要
随着具有gps功能的移动设备和定位技术的普及和快速发展,基于用户时空位置信息提供定制化服务的定位服务(location - based Services, LBS)在许多领域得到越来越广泛的应用。用户越来越关心隐私问题,比如他们的位置暴露在一只手上。另一方面,他们在日常生活的不同方面利用LBS的便利。针对位置隐私的位置隐身进行了大量研究,但隐身时间长,隐身空间面积大,影响了服务质量。为了解决这一问题,我们提出了一种基于k-匿名模型的网格位置隐身方法,该方法通过减少隐身时间和隐身空间区域来提高服务质量。
A grid-based location privacy-preserving method for LBS users
With the availability and rapid development of GPS-enabled mobile devices and the positioning technology, the Location-Based Services (LBS), aiming at providing customized services according to users' spatio-temporal location information, become increasingly popular in many domains. Users are more and more concerned about privacy issues such as the disclosure of their location in one hand. In the other hand they take advantage of the conveniences of LBS in different aspects of their daily lives. Many researches have been conducted in the location cloaking of location privacy, however, the long cloaking time and large cloaked spatial area affected the quality of service. To solve this problem, we propose a grid-based location cloaking method based on k-anonymity model, which is expected to produce better quality of service by reducing the cloaking time and cloaked spatial region.