用于外包数据库的动态认证索引结构

Feifei Li, Marios Hadjieleftheriou, G. Kollios, L. Reyzin
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引用次数: 453

摘要

在外包数据库(ODB)系统中,数据库所有者通过许多远程服务器发布其数据,其目标是使网络边缘的客户端能够更有效地访问和查询数据。由于服务器可能不受信任或受到威胁,因此查询身份验证成为ODB系统的重要组件。针对此问题的现有解决方案主要集中在静态场景上,并且基于某些加密原语的理想属性。在这项工作中,首先我们定义了与ODB系统相关的各种基本和实用的成本度量。然后,我们分析评估许多不同的方法,以寻找最好地利用所有指标的解决方案。最重要的是,我们将介绍能够处理动态场景的解决方案,在这些场景中,所有者会定期更新驻留在服务器上的数据。最后,我们讨论查询新鲜度,这是数据身份验证的一个新维度,以前从未被探索过。对提出的和现有的方法进行了全面的实验评估,以验证分析模型和验证我们的主张。我们的研究结果表明,所提出的解决方案大大提高了现有方法的性能,无论是静态环境还是动态环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic authenticated index structures for outsourced databases
In outsourced database (ODB)systems the database owner publishes its data through a number of remote servers, with the goal of enabling clients at the edge of the network to access and query the data more efficiently. As servers might be untrusted or can be compromised, query authentication becomes an essential component of ODB systems. Existing solutions for this problem concentrate mostly on static scenarios and are based on idealistic properties for certain cryptographic primitives. In this work, first we define a variety of essential and practical cost metrics associated with ODB systems. Then, we analytically evaluate a number of different approaches, in search for a solution that best leverages all metrics. Most importantly, we look at solutions that can handle dynamic scenarios, where owners periodically update the data residing at the servers. Finally, we discuss query freshness, a new dimension in data authentication that has not been explored before. A comprehensive experimental evaluation of the proposed and existing approaches is used to validate the analytical models and verify our claims. Our findings exhibit that the proposed solutions improve performance substantially over existing approaches, both for static and dynamic environments.
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