在基于区块链的EHR系统中保护元数据隐私:一种组寻址结构

IF 3.7 2区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Saeid Tousi Saeidi, Hamid Reza Shahriari, Mahdi Nikooghadam
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引用次数: 0

摘要

随着医疗信息技术(HIT)的快速发展,医疗数据量呈指数级增长,因此对安全、准确的存储和传输解决方案产生了迫切需求。这一领域的一个严峻挑战是确保强有力的隐私保护。虽然有许多研究探索了使用区块链技术安全地共享电子健康记录(EHR),但大多数研究都只关注于保护电子健康记录的内容。然而,与存储在b区块链上的电子病历相关的元数据的隐私性在很大程度上被忽视了。在本文中,我们首先研究在区块链上公开EHR元数据如何导致隐私泄露。我们通过对各种研究的回顾来分析这一漏洞,强调了与分散网络中可公开访问的元数据相关的风险。其次,我们提出了通过修改区块链地址结构和实现组寻址来增强元数据隐私的解决方案。为了实现这一点,我们提出了一种组签名协议,旨在促进b区块链网络中的安全组寻址。最后,针对六个现有模型对所提出的群签名进行了评估,证明了其在保持区块链系统核心功能的同时降低隐私风险的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Protecting metadata privacy in blockchain-based EHR systems: A group addressing structure
With the rapid advancement of Healthcare Information Technology (HIT), the volume of medical data has increased exponentially, creating a critical need for secure and accurate storage and transmission solutions. A serious challenge in this area is ensuring robust privacy protection. While numerous studies have explored the use of blockchain technology for securely sharing electronic health records (EHR), most have focused solely on safeguarding the content of EHRs. However, the privacy of metadata associated with EHRs stored on blockchain has largely been overlooked. In this paper, first, we examine how exposing EHR metadata on the blockchain can lead to privacy breaches. We analyze this vulnerability through a review of various studies, highlighting the risks associated with publicly accessible metadata in decentralized networks. Second, we propose a solution by introducing modifications to the blockchain address structure and implementing group addressing to enhance metadata privacy. To achieve this, we present a group signature protocol designed to facilitate secure group addressing in blockchain networks. Finally, the proposed group signature is evaluated against six existing models, demonstrating its effectiveness in mitigating privacy risks while maintaining the core functionalities of blockchain systems.
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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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