论文标题

基于位置的服务的弹性协作隐私

Resilient Collaborative Privacy for Location-Based Services

论文作者

Jin, Hongyu, Papadimitratos, Panos

论文摘要

基于位置的服务(LBSS)提供有价值的服务,并为用户提供便利的功能。但是,通过每个请求披露的信息会损害用户隐私。这是一个问题,尤其是诚实但有趣的LBS服务器,可以通过收集请求,跟踪用户并推断其他敏感用户数据。这是LBSS集中式和分散位置的隐私保护方案的动机:匿名化和混淆LBS查询以不披露确切信息,同时仍获得有用的响应。分散的方案克服了集中计划的缺点,消除了匿名者并增强用户对敏感信息的控制。但是,不安全的分散系统可能构成比隐私泄漏更严重的安全威胁。我们通过提出有关移动数据共享系统的安全性增强功能来确切解决此问题。我们在保留用户活动的责任感的同时保护用户隐私,并利用主流密码学来利用化名身份验证。我们的设计利用了针对大型移动系统提出的体系结构,而它可以对LBS服务器进行最小的更改,因为它可以与LBS服务器并行部署。这进一步激发了我们的设计的采用,以满足对隐私敏感用户的需求。我们提供了对安全和隐私问题和对策的分析,以及对我们设计实用性的基本协议操作的绩效评估。

Location-based Services (LBSs) provide valuable services, with convenient features for users. However, the information disclosed through each request harms user privacy. This is a concern particularly with honest-but-curious LBS servers, which could, by collecting requests, track users and infer additional sensitive user data. This is the motivation of both centralized and decentralized location privacy protection schemes for LBSs: anonymizing and obfuscating LBS queries to not disclose exact information, while still getting useful responses. Decentralized schemes overcome the disadvantages of centralized schemes, eliminating anonymizers and enhancing users' control over sensitive information. However, an insecure decentralized system could pose even more serious security threats than privacy leakage. We address exactly this problem, by proposing security enhancements for mobile data sharing systems. We protect user privacy while preserving accountability of user activities, leveraging pseudonymous authentication with mainstream cryptography. Our design leverages architectures proposed for large scale mobile systems, while it incurs minimal changes to LBS servers as it can be deployed in parallel to the LBS servers. This further motivates the adoption of our design, in order to cater to the needs of privacy-sensitive users. We provide an analysis of security and privacy concerns and countermeasures, as well as a performance evaluation of basic protocol operations showing the practicality of our design.

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