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Multidimensional Range Query on Outsourced Database with Strong Privacy Guarantee

机译:具有强大隐私保障的外包数据库的多维范围查询

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There has been a significant growth in the interest to outsource data as well as operational services to clouds. Data outsourcing deprives the data owners of direct control over their data and this introduces new privacy risks. Data encryption has been introduced to address the data confidentiality issue. However, the management of encrypted data poses several challenges, the most important one is data usability in which the data owner should have the ability to query to obtain the useful data when needed. In this paper, we study the problem of supporting an important class of complex search operation: multidimensional range query. We propose a three party architecture as well as study different protocols to support multidimensional range query over encrypted remote data while remaining rigorous privacy guarantee. We examine both static and dynamic cases in which data records can be appended to the existing data set. Solutions for both fixed and unknown set of queried attributes are studied.
机译:利息外包数据以及运营服务对云进行了重大增长。数据外包剥夺了数据所有者直接控制其数据,这引入了新的隐私风险。已经引入了数据加密来解决数据机密性问题。但是,加密数据的管理造成了几个挑战,最重要的是数据可用性,其中数据所有者应该有能力在需要时查询以获取有用数据。在本文中,我们研究了支持重要类别的复杂搜索操作的问题:多维范围查询。我们提出了三方架构以及研究不同的协议,以支持通过加密的远程数据的多维范围查询,同时剩下严格的隐私保障。我们检查静态和动态案例,其中可以将数据记录附加到现有数据集。研究了固定和未知的查询属性集的解决方案。

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