云上的数据共享:用于隐私保护查询的可扩展的基于代理的协议

Maryam Sepehri, S. Cimato, E. Damiani, C. Yeun
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引用次数: 21

摘要

在云上外包数据带来了许多与数据所有者和用户隐私相关的挑战,特别是当一些数据处理能力委托给云基础设施时。在本文中,我们解决了在多个数据所有者将其数据库外包给不受信任的云服务提供商,接受来自授权用户的加密查询的情况下执行隐私保护相等查询的问题。我们提出了一种高度可扩展的代理重加密方案,使得(i)云服务提供商可以只返回满足用户查询的加密数据而无需解密,(ii)加密结果可以使用用户的密钥解密。在标准Diffie-Hellman假设下,分析了该方案的计算效率和抗代理的安全性,并给出了一些实验结果,与之前提出的类似方案相比,速度有了令人鼓舞的提高。
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Data sharing on the cloud: A scalable proxy-based protocol for privacy-preserving queries
Outsourcing data on the cloud poses many challenges related to data owners and users privacy, specially when some data processing capabilities are delegated to the cloud infrastructure. In this paper we address the problem of executing privacy-preserving equality queries in a scenario where multiple data owners outsource their databases to an untrusted cloud service provider, accepting encrypted queries coming from authorized users. We propose a highly scalable proxy re-encryption scheme so that (i) the cloud service provider can return only the encrypted data that satisfies user's query without decrypting it, and (ii) the encrypted results can be decrypted using the user's key. We analyze the computation efficiency and the security of the scheme against proxy under the standard Diffie-Hellman assumption, reporting also some experimental results, which show encouraging speed up in comparison with previously proposed similar schemes.
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