外包加密数据不需要查询转换的高效多用户可搜索加密方案

D. Rao, D. S. Kumar, P. S. Thilagam
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引用次数: 2

摘要

可搜索加密(SE)方案为云数据提供安全性和隐私性。现有的搜索引擎方法通过使用广播加密(BE)、基于属性的加密(ABE)等多种方案,使多个用户能够执行搜索操作。但是,这些方案不允许多个用户对多个所有者的加密数据执行搜索操作。一些SE方案涉及一个允许多个用户执行搜索操作的代理服务器(PS)。但是,为了保证用户的查询在多个所有者的加密数据上是可搜索的,为了进行转换,这些方法需要对用户查询进行多次加密,这给PS带来了巨大的计算负担。因此,为了消除PS的计算负担,本文提出了一种安全代理服务器方法,该方法在不转换用户查询的情况下执行搜索操作。该方法还使用欧几里得距离相似度方法返回用户查询的top-k相关文档。实验研究表明,该方法在搜索时间和搜索精度方面都是有效的。
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An Efficient Multi-User Searchable Encryption Scheme without Query Transformation over Outsourced Encrypted Data
Searchable Encryption (SE) schemes provide security and privacy to the cloud data. The existing SE approaches enable multiple users to perform search operation by using various schemes like Broadcast Encryption (BE), Attribute-Based Encryption (ABE), etc. However, these schemes do not allow multiple users to perform the search operation over the encrypted data of multiple owners. Some SE schemes involve a Proxy Server (PS) that allow multiple users to perform the search operation. However, these approaches incur huge computational burden on PS due to the repeated encryption of the user queries for transformation purpose so as to ensure that users' query is searchable over the encrypted data of multiple owners. Hence, to eliminate this computational burden on PS, this paper proposes a secure proxy server approach that performs the search operation without transforming the user queries. This approach also returns the top-k relevant documents to the user queries by using Euclidean distance similarity approach. Based on the experimental study, this approach is efficient with respect to search time and accuracy.
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