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首页> 外文期刊>Soft computing: A fusion of foundations, methodologies and applications >An efficient PHR service system supporting fuzzy keyword search and fine-grained access control
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An efficient PHR service system supporting fuzzy keyword search and fine-grained access control

机译:高效的PHR服务系统,支持模糊关键词搜索和细粒度访问控制

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摘要

Outsourcing of personal health record (PHR) has attracted considerable interest recently. It can not only bring much convenience to patients, it also allows efficient sharing of medical information among researchers. As the medical data in PHR is sensitive, it has to be encrypted before outsourcing. To achieve fine-grained access control over the encrypted PHR data becomes a challenging problem. In this paper, we provide an affirmative solution to this problem.We propose a novel PHR service system which supports efficient searching and fine-grained access control for PHR data in a hybrid cloud environment, where a private cloud is used to assist the user to interact with the public cloud for processing PHR data. In our proposed solution, we make use of attribute-based encryption (ABE) technique to obtain finegrained access control for PHR data. In order to protect the privacy of PHR owners, our ABE is anonymous. That is, it can hide the access policy information in ciphertexts. Meanwhile, our solution can also allow efficient fuzzy search over PHR data, which can greatly improve the system usability. We also provide security analysis to show that the proposed solution is secure and privacy-preserving. The experimental results demonstrate the efficiency of the proposed scheme.
机译:个人健康档案(PHR)的外包最近引起了人们的极大兴趣。它不仅可以为患者带来很多便利,还可以在研究人员之间高效共享医学信息。由于PHR中的医疗数据很敏感,因此在外包之前必须对其进行加密。要实现对加密的PHR数据的细粒度访问控制,将成为一个具有挑战性的问题。在本文中,我们为该问题提供了肯定的解决方案。我们提出了一种新颖的PHR服务系统,该系统在混合云环境中支持PHR数据的高效搜索和细粒度访问控制,其中使用私有云来帮助用户与公共云进行交互以处理PHR数据。在我们提出的解决方案中,我们利用基于属性的加密(ABE)技术来获取PHR数据的细粒度访问控制。为了保护PHR所有者的隐私,我们的ABE是匿名的。也就是说,它可以将访问策略信息隐藏在密文中。同时,我们的解决方案还可以对PHR数据进行有效的模糊搜索,从而可以大大提高系统的可用性。我们还提供安全性分析,以表明所提出的解决方案是安全的并且可以保护隐私。实验结果证明了该方案的有效性。

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