在基于位置的移动社交应用中保护隐私

Krishna P. N. Puttaswamy, Ben Y. Zhao
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引用次数: 129

摘要

基于位置的社交应用程序(lbsa)依赖于用户的位置坐标来提供服务。如今,使用这些应用程序的智能手机充当简单的客户端,将用户位置发送给不受信任的第三方服务器。这些服务器具有提供服务的应用程序逻辑,并在此过程中随着时间的推移收集大量用户位置信息。然而,即使采用了几种位置隐藏技术,这种设计也容易受到大规模用户隐私泄露的影响。在本文中,我们认为lbsa应该采用一种方法,将不受信任的第三方服务器简单地视为加密的数据存储,并将应用程序功能转移到客户端设备。位置坐标在共享时是加密的,并且只能由数据的目标用户解密。这种方法显著提高了用户位置的隐私性。我们认为,这种方法不仅提高了隐私性,而且足够灵活,可以支持目前使用的各种基于位置的应用程序。在本文中,我们确定了在这种方法中构建应用程序所需的关键构建块,给出了通过构建几个应用程序来使用构建块的示例,并概述了这种方法提供的隐私属性。我们相信,我们的方法为当前可部署的lbsa提供了一种实用的替代设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Preserving privacy in location-based mobile social applications
Location-based social applications (LBSAs) rely on the location coordinates of the users to provide services. Today, smartphones using these applications act as simple clients and send out user locations to untrusted third-party servers. These servers have the application logic to provide the service, and in the process collect large amounts of user location information over time. This design, however, is shown to be susceptible to large-scale user privacy compromises even if several location cloaking techniques are employed. In this position paper, we argue that the LBSAs should adapt an approach where the untrusted third-party servers are treated simply as encrypted data stores, and the application functionality be moved to the client devices. The location coordinates are encrypted, when shared, and can be decrypted only by the users that the data is intended for. This approach significantly improves user location privacy. We argue that this approach not only improves privacy, but it is also flexible enough to support a wide variety of location-based applications used today. In this paper, we identify the key building blocks necessary to construct the applications in this approach, give examples of using the building blocks by constructing several applications, and outline the privacy properties provided by this approach. We believe our approach provides a practical alternative design for LBSAs that is deployable today.
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