PAAS: A Privacy-Preserving Attribute-Based Authentication System for eHealth Networks

Linke Guo, Chi Zhang, Jinyuan Sun, Yuguang Fang
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引用次数: 111

Abstract

Recently, eHealth systems have replaced paper based medical system due to its prominent features of convenience and accuracy. Also, since the medical data can be stored on any kind of digital devices, people can easily obtain medical services at any time and any place. However, privacy concern over patient medical data draws an increasing attention. In the current eHealth networks, patients are assigned multiple attributes which directly reflect their symptoms, undergoing treatments, etc. Those life-threatened attributes need to be verified by an authorized medical facilities, such as hospitals and clinics. When there is a need for medical services, patients have to be authenticated by showing their identities and the corresponding attributes in order to take appropriate healthcare actions. However, directly disclosing those attributes for verification may expose real identities. Therefore, existing eHealth systems fail to preserve patients' private attribute information while maintaining original functionalities of medical services. To solve this dilemma, we propose a framework called PAAS which leverages users' verifiable attributes to authenticate users in eHealth systems while preserving their privacy issues. In our system, instead of letting centralized infrastructures take care of authentication, our scheme only involves two end users. We also offer authentication strategies with progressive privacy requirements among patients or between patients and physicians. Based on the security and efficiency analysis, we show our framework is better than existing eHealth systems in terms of privacy preservation and practicality.
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PAAS:一种用于电子健康网络的基于属性的隐私保护认证系统
近年来,电子医疗系统以其方便、准确的特点取代了纸质医疗系统。此外,由于医疗数据可以存储在任何类型的数字设备上,人们可以随时随地轻松地获得医疗服务。然而,对患者医疗数据的隐私担忧越来越受到关注。在目前的电子健康网络中,患者被分配了多个属性,这些属性直接反映了他们的症状、正在接受治疗等。这些危及生命的属性需要由授权的医疗机构,如医院和诊所进行核实。当需要医疗服务时,必须通过显示其身份和相应属性对患者进行身份验证,以便采取适当的医疗保健措施。然而,直接披露这些属性进行验证可能会暴露真实身份。因此,现有的电子健康系统在保持原有医疗服务功能的同时,无法保留患者的私有属性信息。为了解决这一困境,我们提出了一个名为PAAS的框架,该框架利用用户的可验证属性对电子卫生系统中的用户进行身份验证,同时保护他们的隐私问题。在我们的系统中,我们的方案只涉及两个最终用户,而不是让集中的基础设施负责身份验证。我们还提供在患者之间或患者与医生之间具有渐进式隐私要求的身份验证策略。基于安全性和效率分析,我们证明了我们的框架在隐私保护和实用性方面优于现有的电子医疗系统。
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