电子医疗中的混合零知识访问控制系统

Eugene Tye Wee Chin, Intan Farahana Binti Kamsin, S. Amin, Nur Khairunnisha Binti Zainal
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引用次数: 0

摘要

敏感健康信息的隐私和安全是电子健康(e-Health)中的一个重要问题。近几十年来,随着安全和隐私方面的突破,云技术在卫生服务中的应用取得了进展。本研究论文的目的是介绍一种适用于电子健康的访问控制模型。为了确定现代访问控制方法的要求,对来自Google Scholar搜索引擎的大量学术文章进行了研究。利用抽样技术的调查也将做,以确认研究的有效性。该调查的目标受众是大中型医疗保健提供商。将收集定性数据,因为它更好地描述了所获得的不同类型的数据。因此,本文提出了基于角色的访问控制和基于属性的访问控制相结合的方法,利用零知识SNARK来保证患者的隐私。对未来研究的建议包括在拟议系统中对其他加密算法进行实验,评估使用不同的零知识证明方法以提高效率和可扩展性,以及采用扩展和简单授权的现代访问控制方法。
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Hybrid Zero-knowledge Access Control System in e-Health
Privacy and security of sensitive health information represents a significant issue within electronic health (e-Health). With breakthroughs in security and privacy in recent decades, the application of cloud technologies on health services have progressed forward. The aim of this research paper is to introduce an appropriate access control model for use in e-Health. To determine the requirements of a modern access control method, research was carried out on numerous scholarly articles sourced from the Google Scholar search engine. A survey which utilized sampling techniques will also be done to affirm the validity of the research. The target audience of the survey are large to medium scale healthcare providers. Qualitative data will be gathered as it better describes the different types of data obtained. As a result, the paper proposed a combination of Role-based Access Control and Attribute-based Access Control which utilizes zero-knowledge SNARK to ensure privacy of patients. Recommendations for future research include experimentation with other encryption algorithms in the proposed system, assessment on the use of different zero-knowledge proof methods for better efficiency and scalability, as well as modern access control methods that embrace expansions and simple authorization.
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