Protecting location privacy in cloud services

IF 1.2 Q2 MATHEMATICS, APPLIED
Sarvesh Kumar, P. Srivastava, A. Pal, Vinay Priy Mishra, Prateek Singhal, Gaurav Kumar Srivastava, Udit Mamodiya
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引用次数: 9

Abstract

Abstract In GPS system enabled hand-held communication devices which works as a beacon that transmits our location. Also, the location-based services that emerged in recent years make use of location data. The location data provided to these location-based service providers have enough sensitive information to bother about. The location privacy became an area of concern in recent years. Developed and developing countries are now in process to make laws against the use of location information without the consent of the user or without legal warrant. Most of the research strategies proposed in recent years have one thing in common that we provide a region instead of exact coordinates of the location of the user. These attacks are called location dependent attacks or velocity linkage attacks in literature. We have in our effort proposed a solution to the problem of location privacy protection taking care of the location dependent attacks. We also keep in mind the fact that user is more concerned about his locations at certain places. We tested the proposed solution against requests issued by 5000 and 15000 users moving in a field of 10000x10000 units’ area.
在云服务中保护位置隐私
摘要在GPS系统中,手持通信设备可以作为信标传输我们的位置。此外,近年来出现的基于位置的服务利用了位置数据。提供给这些基于位置的服务提供商的位置数据有足够的敏感信息需要关注。近年来,位置隐私成为人们关注的一个领域。发达国家和发展中国家目前正在制定法律,禁止在未经用户同意或未经法律授权的情况下使用位置信息。近年来提出的大多数研究策略都有一个共同点,即我们提供一个区域,而不是用户位置的精确坐标。这些攻击在文献中被称为位置相关攻击或速度链接攻击。在我们的努力中,我们提出了一个解决位置隐私保护问题的方案,以应对与位置相关的攻击。我们还注意到,用户更关心他在某些地方的位置。我们针对在10000x10000单元区域内移动的5000和15000名用户发出的请求测试了所提出的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.10
自引率
21.40%
发文量
126
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