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Preserving User Anonymity in Context-Aware Location-Based Services: A Proposed Framework

机译:在基于上下文的基于位置的服务中保留用户匿名性:建议的框架

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Protecting privacy is an important goal in designing location-based services. Service providers want to verify legitimate users and allow permitted users to enjoy their services. Users, however, want to preserve their privacy and prevent tracking. In this paper, a new framework providing users with more privacy and anonymity in both the authentication process and the querying process is proposed. Unlike the designs proposed in previous works, our framework benefits from a combination of three important techniques: k-anonymity, timed fuzzy logic, and a one-way hash function. Modifying and adapting these existing schemes provides us with a simpler, less complex, yet more mature solution. During authentication, the one-way hash function provides users with more privacy by using fingerprints of users' identities. To provide anonymous authentication, the concept of confidence level is adopted with timed fuzzy logic. Regarding location privacy, spatial k-anonymity prevents the users’ locations from being tracked. The experiment results and analysis show that our framework can strengthen the protection of anonymity and privacy of users by incurring a minimal implementation cost and can improve functionality.
机译:保护隐私是设计基于位置的服务的重要目标。服务提供商希望验证合法用户,并允许允许的用户享受其服务。但是,用户希望保留其隐私并阻止跟踪。本文提出了一种在身份验证和查询过程中为用户提供更多隐私和匿名性的新框架。与以前的工作中提出的设计不同,我们的框架受益于三种重要技术的组合:k-匿名性,定时模糊逻辑和单向哈希函数。修改和适应这些现有方案为我们提供了一个更简单,更简单,更成熟的解决方案。在身份验证期间,单向哈希功能通过使用用户身份的指纹为用户提供更多的隐私。为了提供匿名认证,采用置信度的概念和定时模糊逻辑。关于位置隐私,空间k匿名可防止跟踪用户的位置。实验结果和分析表明,我们的框架可以通过最小的实现成本来增强对用户匿名性和隐私的保护,并可以改善功能。

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