医疗保健系统的基于属性的加密和zk-SNARK认证方案

IF 3.7 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Shangping Wang, Xiaoling Xie, Ting Wang, Juanjuan Ma
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引用次数: 0

摘要

近年来,电子医疗系统的广泛采用提高了诊断和治疗的效率。然而,医生身份认证的安全性和患者隐私的保护面临着严峻的挑战。现有的基于生物特征的身份验证方案存在隐私泄露的风险,而支持细粒度访问控制的基于属性的方案往往缺乏有效的用户撤销和跟踪机制。为了解决这一关键需求,本文提出了一种创新的身份验证协议,该协议将基于属性的加密(ABE)与zk-SNARK零知识证明集成在一起。该方案实现零知识身份验证,保护生物特征隐私;支持高效的细粒度访问控制和通过ABE实现动态属性撤销;集成恶意用户跟踪功能,确保可问责性。通过安全分析和性能评估,验证了该协议具有可追溯性、抗串通攻击、匿名性、不可伪造性和正确性。它为医疗保健系统提供了安全、隐私优先和实用的解决方案,并可能适用于金融和电子政务等其他敏感领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Attribute-based encryption and zk-SNARK authentication scheme for healthcare systems
In recent years, the widespread adoption of electronic medical systems has improved the efficiency of diagnosis and treatment. However, the security of physician identity authentication and the protection of patient privacy face serious challenges. Existing biometric-based authentication schemes pose risks of privacy leaks, while attribute-based schemes that support fine-grained access control often lack efficient user revocation and tracking mechanisms. To address this critical need, this paper proposes an innovative authentication protocol that integrates attribute-based encryption (ABE) with zk-SNARK zero-knowledge proofs. This scheme achieves zero-knowledge identity verification to protect biometric privacy, supports efficient fine-grained access control and dynamic attribute revocation through ABE, and integrates malicious user tracking capabilities to ensure accountability. Through security analysis and performance evaluation, we have verified that the protocol possesses traceability, resistance to collusion attacks, anonymity, unforgeability and correctness. It provides a secure, privacy-first and practical solution for healthcare systems, with potential applicability to other sensitive domains such as finance and e-government.
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来源期刊
Journal of Information Security and Applications
Journal of Information Security and Applications Computer Science-Computer Networks and Communications
CiteScore
10.90
自引率
5.40%
发文量
206
审稿时长
56 days
期刊介绍: Journal of Information Security and Applications (JISA) focuses on the original research and practice-driven applications with relevance to information security and applications. JISA provides a common linkage between a vibrant scientific and research community and industry professionals by offering a clear view on modern problems and challenges in information security, as well as identifying promising scientific and "best-practice" solutions. JISA issues offer a balance between original research work and innovative industrial approaches by internationally renowned information security experts and researchers.
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