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Verifiable Range Query Processing for Cloud Computing

机译:可验证的云计算范围查询处理

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摘要

With the popularity of cloud computing technology, the clients usually store a mass of data in the cloud server. Because of the untrusted cloud servers, the massive data query raises privacy concerns. To prevent sensitive data on the cloud from hostile attacking, and obtain the query result timely, users usually use the searchable encryption technology to store encrypted data on the cloud. In the prior work, there are many privacy-preserving schemes for cloud computing, but the verification of these schemes cannot be ensured. Due to software errors, communication transmission failure or the dishonest features of the public cloud servers, only part of the data set was searched. So the integrity is also an urgent problem to be solved. In this paper, we propose a verifiable range query processing scheme with the ability to verify the correctness of query result. The key idea of this paper is to add additional information to a complete binary tree, which is used to organize indexing elements. The result returned by the cloud server will be accompanied by validation information so that the user can verify whether the result is complete. Finally, we confirm that the storage overhead of the verifiable scheme is 0(n log n), where n is the total number of data items, and implement our scheme to testify to its practicability.
机译:随着云计算技术的普及,客户端通常会将大量数据存储在云服务器中。由于不受信任的云服务器,海量数据查询引发了隐私问题。为了防止云上的敏感数据受到恶意攻击并及时获得查询结果,用户通常使用可搜索的加密技术将加密后的数据存储在云上。在先前的工作中,有许多用于云计算的隐私保护方案,但是不能确保对这些方案的验证。由于软件错误,通信传输失败或公共云服务器的不诚实功能,仅搜索了部分数据集。因此,完整性也是一个亟待解决的问题。本文提出了一种可验证的范围查询处理方案,该方案能够验证查询结果的正确性。本文的关键思想是将附加信息添加到完整的二叉树中,该二叉树用于组织索引元素。云服务器返回的结果将带有验证信息,以便用户可以验证结果是否完整。最后,我们确认可验证方案的存储开销为0(n log n),其中n是数据项的总数,并实施我们的方案以证明其实用性。

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