非系统纠删码的检索

Atthapan Daramas, Vimal Kumar
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引用次数: 0

摘要

非系统擦除码提供数据的机密性,甚至可以通过适当的参数选择提供强大的安全性保证。然而,到目前为止,他们还缺乏一种对代码进行关键字搜索的优雅而有效的方法。在搜索之前进行重建的明显方法可能太慢,而直接搜索会产生不准确的结果。这一直是在分布式和安全存储中广泛采用非系统擦除码的障碍之一。在本文中,我们提出了一个优雅的解决方案,通过构建一个索引数据结构,我们称之为搜索向量,从擦除代码的生成器矩阵创建。我们表明,这种方法引入了非常少的延迟,以返回搜索结果的高度准确性。我们还从信息泄露的角度分析了该方案的安全性,并表明即使在假设攻击者访问搜索向量的最坏情况下,从索引数据结构泄露的信息也非常小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Searching on Non-Systematic Erasure Codes
Non-Systematic erasure codes provide confidentiality of data and can even provide strong security guarantees with appropriate parameter selection. So far however, they have lacked an elegant and efficient method for keyword search over the codes. While the obvious method of reconstruction before search can be too slow, direct search produces inaccurate results. This has been one of the barriers in the wider adoption of non systematic erasure codes in distributed and secure storage. In this paper we present an elegant solution to this problem by building an index data structure that we call the Search Vector, created from the generator matrix of the erasure code. We show that this method introduces a very small amount of delay in return of a high degree of accuracy in search results. We also analyse the security of the scheme in terms of information leakage and show that the information leaked from the index data structure is very small even when one assumes the worst case scenario of the attacker having access to the Search Vector.
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