Privacy preserving content disclosure for enabling sharing of electronic health records in cloud computing

Compute Pub Date : 2014-10-09 DOI:10.1145/2675744.2675753
Anju Mohandas, S. Sabitha
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引用次数: 8

Abstract

Cloud computing has been gaining acceptance in various scenarios ranging from storing user's personal data to managing PHRs(Personal Health Records) as it facilitates data sharing. The major threat that hinders its wide deployment even today is the fear of losing privacy of the data stored on the cloud. Thus privacy preserving data sharing becomes an important concern for cloud users. The conventional encryption schemes cannot be directly applied in this scenario. A promising approach is to use ABE(Attribute Based Encryption) for the same. CP-ABE, a variant of ABE, can provide fine grained access control but one draw back of CP-ABE is that it focuses only on who accesses the data. To address this concern, we combine CP-ABE with Anonymization to enforce fine grained privacy preserved access control and data sharing among a group of cloud users. Although, this paper discusses on sharing EHRs, the concepts can be generalized and applied to other scenarios as well.
保护隐私的内容披露,以便在云计算中共享电子健康记录
云计算已经在从存储用户个人数据到管理个人健康记录(personal Health Records, PHRs)的各种场景中获得认可,因为它促进了数据共享。即使在今天,阻碍其广泛部署的主要威胁是担心丢失存储在云上的数据的隐私。因此,保护隐私的数据共享成为云用户关注的重要问题。传统的加密方案不能直接应用于此场景。一种很有前途的方法是使用ABE(基于属性的加密)。CP-ABE是ABE的一种变体,可以提供细粒度的访问控制,但是CP-ABE的一个缺点是它只关注访问数据的人。为了解决这个问题,我们将CP-ABE与匿名化结合起来,在一组云用户之间实施细粒度的隐私保护访问控制和数据共享。虽然本文讨论的是共享电子病历,但这些概念也可以推广并应用于其他场景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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