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PPSQP: Privacy Protected Spatial Query Processing for location based service

机译:PPSQP:基于位置的服务的隐私受保护的空间查询处理

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Location-based service providers, which are different companies or organizations, play the role of spatial data maintainers and spatial query processors. In order to handle privacy protected query, providers should implement specific query processors in their databases for different privacy preserving methods, which is infeasible for the diversity of providers and privacy preserving methods. What's more, existing privacy preserving methods address location privacy threatens by revealing only the cloaked area or fake locations to server. It must induce some errors into query results and additional cost for dealing with cloaked spatial regions rather than exact location information. In this paper, we present PPSQP (privacy protected spatial query processor) to avoid the errors for kNN (k-Nearest Neighbors) queries and range queries. A privacy protected kNN query is translated into one common kNN query and one range query without privacy decline and specific processor in the server side. Theory analysis and experimental result present PPSQP achieves location privacy protection with linear cost.
机译:基于位置的服务提供商,这些服务提供商是不同的公司或组织,扮演空间数据维护者和空间查询处理器的角色。为了处理隐私保护的查询,提供者应在其数据库中实现特定的查询处理器以获取不同的隐私保留方法,这对于提供者和隐私保留方法的多样性是不可行的。更重要的是,现有的隐私保存方法通过仅向服务器揭示覆盖区域或假位置来威胁到位置隐私。它必须诱导一些错误进入查询结果以及处理覆盖空间区域而不是确切的位置信息的额外成本。在本文中,我们呈现PPSQP(隐私受保护的空间查询处理器),以避免knn(k离邻居)查询和范围查询的错误。隐私受保护的KNN查询被翻译成一个常见的KNN查询和一个范围查询,无需隐私下降和服务器端的特定处理器。理论分析与实验结果目前PPSQP以线性成本实现了位置隐私保护。

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