基于云计算的加密数据模糊关键字搜索

Teena Gupta, Rohit K.V.S.S
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引用次数: 0

摘要

“云”是大量发展和可能性的统称。它不是一项发明,而更像是一种“实用创新”,将几项早期发明结合成一种新颖而引人注目的东西。云计算平台可以根据需要动态地预置、配置、重新配置和取消预置服务器[8]。云中的服务器可以是物理机,也可以是虚拟机。安全性是云计算中的一个关键问题,因为可以通过云环境提供各种IT服务。本文主要研究如何在保证数据完整性的前提下对加密数据进行关键字搜索。使用像AES这样的传统算法。与传统的搜索算法不同,这里我们尝试实现一种基于NLP技术的模糊逻辑,该技术称为N图。这种模糊关键字搜索方法大大提高了云搜索的效率和安全性。这将保持搜索时间的效率,并获得良好的结果。n-gram逻辑将用于制作搜索实现中使用的关键字集。为了获得更准确的结果,将使用Jaccard系数来寻找关键字集之间的相似度,并以此为基础对它们进行排名。本文的目的是在不影响安全性的前提下,利用先进的云计算算法改进传统的加密数据关键字搜索。通过严格的安全性分析,我们证明了我们提出的方案在有效地使用模糊逻辑的同时是安全的,并且保持了文件服务器的隐私
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy Keyword Search Over Encrypted Data using Cloud Computing
“Cloud” is a collective term for a large number of developments and possibilities. It is not an invention, but more of a “practical innovation”, combining several earlier inventions into something new and compelling. A cloud computing platform dynamically provisions, configures, reconfigures, and de provisions servers as needed [8]. Servers in the cloud can be physical machines or virtual machines. Security is a critical issue in cloud computing due to the variety of IT services that can be provided through a cloud environment. This paper focuses on the aspect of searching keywords over encrypted data while maintaining integrity of the data. Using a traditional algorithm like AES. Unlike traditional searching algorithms, here we try to implement a fuzzy logic which is based on a NLP technique called N gram. This fuzzy keyword searching significantly increases the efficiency and safety over cloud. This will keep the searching time efficient and acquire great results. The n-gram logic will be used to make sets of keywords which will used in the search implementation. To achieve more accurate results, Jaccard Coefficient will be used to find the similarity between the sets of keywords and rank them based on that. The purpose of this paper is to improve the traditional keyword search over encrypted data using cloud computing using advanced algorithms without compromising over security. Through rigorous security analysis, we show that our proposed solution is secure and maintains the privacy of the file server while efficiently using the fuzzy logic
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