安全匿名数据库搜索

Mariana Raykova, B. Vo, S. Bellovin, T. Malkin
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引用次数: 90

摘要

存在许多大型的私有数据集合,必须代表持有它们的实体或它们所服务的客户对其进行保护。然而,通常也有许多合理的理由以受控的方式共享这些数据。在事先不知道他们拥有什么数据的情况下,双方如何决定共享数据?例如,两个情报机构可能愿意通过共享特定案件的文件进行合作,并且需要一种方法来确定哪些文件可能对彼此感兴趣。我们介绍并解决了允许这些实体安全、匿名地搜索彼此数据的问题。我们的目标是保护查询的内容,以及与这些查询无关的文档的内容,同时隐藏参与者的身份。虽然存在解决类似问题的系统,但据我们所知,我们是第一个解决这一特定需求的系统,也是第一个提出用于实时查询的安全匿名搜索系统的系统。为了以有效的方式实现这一点,我们使用了Bloom过滤器[5],确定性加密的安全定义[22],我们在私钥设置中进行了调整和实例化,并使用了一种新的加密原语,可路由的加密。
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Secure anonymous database search
There exist many large collections of private data that must be protected on behalf of the entities that hold them or the clients they serve. However, there are also often many legitimate reasons for sharing that data in a controlled manner. How can two parties decide to share data without prior knowledge of what data they have? For example, two intelligence agencies might be willing to cooperate by sharing documents about a specific case, and need a way of determining which documents might be of interest to each other. We introduce and address the problem of allowing such entities to search each other's data securely and anonymously. We aim to protect the content of the queries, as well as the content of documents unrelated to those queries, while concealing the identity of the participants. Although there exist systems for solving similar problems, to our knowledge we are the first to address this specific need and also the first to present a secure anonymous search system that is practical for real-time querying. In order to achieve this in an efficient manner, we make use of Bloom filters [5], definitions of security for deterministic encryption [22] that we adapt and instantiate in the private key setting and of a novel encryption primitive, reroutable encryption.
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