Practical techniques for searches on encrypted data

D. Song, D. Wagner, A. Perrig
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引用次数: 3621

Abstract

It is desirable to store data on data storage servers such as mail servers and file servers in encrypted form to reduce security and privacy risks. But this usually implies that one has to sacrifice functionality for security. For example, if a client wishes to retrieve only documents containing certain words, it was not previously known how to let the data storage server perform the search and answer the query, without loss of data confidentiality. We describe our cryptographic schemes for the problem of searching on encrypted data and provide proofs of security for the resulting crypto systems. Our techniques have a number of crucial advantages. They are provably secure: they provide provable secrecy for encryption, in the sense that the untrusted server cannot learn anything about the plaintext when only given the ciphertext; they provide query isolation for searches, meaning that the untrusted server cannot learn anything more about the plaintext than the search result; they provide controlled searching, so that the untrusted server cannot search for an arbitrary word without the user's authorization; they also support hidden queries, so that the user may ask the untrusted server to search for a secret word without revealing the word to the server. The algorithms presented are simple, fast (for a document of length n, the encryption and search algorithms only need O(n) stream cipher and block cipher operations), and introduce almost no space and communication overhead, and hence are practical to use today.
搜索加密数据的实用技术
在邮件服务器、文件服务器等数据存储服务器上,数据应以加密的方式存储,以降低安全风险和隐私风险。但这通常意味着必须为了安全性而牺牲功能。例如,如果客户机希望只检索包含某些单词的文档,那么以前不知道如何让数据存储服务器执行搜索并回答查询,而不丢失数据机密性。我们描述了针对加密数据搜索问题的加密方案,并为生成的加密系统提供了安全性证明。我们的技术有许多关键的优势。它们是可证明的安全:它们为加密提供了可证明的保密性,从某种意义上说,当只给出密文时,不受信任的服务器无法了解任何关于明文的信息;它们为搜索提供查询隔离,这意味着不受信任的服务器除了搜索结果之外,无法了解更多关于明文的信息;它们提供受控搜索,使不受信任的服务器在没有用户授权的情况下不能搜索任意单词;它们还支持隐藏查询,因此用户可以要求不受信任的服务器搜索秘密单词,而不会向服务器透露该单词。所提出的算法简单,快速(对于长度为n的文档,加密和搜索算法只需要O(n)个流密码和分组密码操作),并且几乎没有引入空间和通信开销,因此在今天使用是实用的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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