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Cloud-based electronic health record system supporting fuzzy keyword search

机译:支持模糊关键词搜索的基于云的电子病历系统

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摘要

As cloud computing becomes prevalent, electronic health record (EHR) system has appeared in the form of patient centric, in which more and more sensitive information from patients is being uploaded into the cloud. To protect patients' privacy, sensitive EHR information has to be encrypted before outsourcing. However, this makes effective data utilization, such as fuzzy keyword search and data sharing, a very challenging problem. In this paper, aiming at allowing for securely storing, sharing and effectively utilizing the EHR, a new cloud-based EHR system is proposed. A binary tree is utilized to store the encrypted records in the proposed scheme, and an attribute-based encryption scheme is applied to encrypt the secret keys. The proposed system is very efficient because only symmetric encryption is introduced to encrypt the records. To support effectively retrieve patients' records, an efficient fuzzy keyword search over encrypted data is proposed without reliance on heavy cryptographic operations, which greatly enhances system usability by returning the matching files. With rigorous security analysis, we show that the proposed scheme is secure, while it realized privacy-preserving data sharing and fuzzy keyword search. Extensive experimental results illustrate the efficiency of the proposed solution.
机译:随着云计算的普及,以患者为中心的电子健康记录(EHR)系统已经出现,越来越多的患者敏感信息被上传到云中。为了保护患者的隐私,必须在外包之前对敏感的EHR信息进行加密。但是,这使得有效的数据利用(例如模糊关键字搜索和数据共享)成为非常具有挑战性的问题。本文针对允许安全存储,共享和有效利用电子病历的目的,提出了一种新的基于云的电子病历系统。利用二叉树在所提出的方案中存储加密记录,并且基于属性的加密方案被应用于加密秘密密钥。提议的系统非常有效,因为仅引入对称加密来对记录进行加密。为了支持有效地检索患者的记录,提出了一种对加密数据的有效模糊关键字搜索,而无需依赖繁重的加密操作,这通过返回匹配文件大大提高了系统可用性。通过严格的安全性分析,表明该方案是安全的,同时实现了隐私保护数据共享和模糊关键词搜索。大量的实验结果说明了所提出解决方案的效率。

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