区块链辅助的电子健康记录共享:一个可行的以隐私为中心的恒定大小的环签名框架

J. Odoom, Xiaofang Huang, Zuhong Zhou, S. Danso, Benedicta Nana Esi Nyarko, Jinan Zheng, Yanjie Xiang
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引用次数: 0

摘要

以区块链为核心技术共享电子健康记录(EHR)的探索已经见证了无数具有不同加密原语和非加密机制的框架。然而,现有的工作仍然面临与隐私相关的挑战,主要是基于医疗机构、医生和患者的区块链数字足迹的隐私泄露,以及可行性挑战。来自最先进的实证研究表明,通过使用这种链上数字足迹的推理分析,可以使区块链交易中涉及的实体去匿名化。在本文中,我们通过利用匿名交易、智能合约和分散存储技术,提出一种具有隐私意识的可行的区块链不可知电子病历共享框架,来解决这一空白。我们构建了一个恒定大小的基于身份的环签名,为交易发起者提供强化的隐私保护,并演示了医疗机构如何通过一种名为PatientFinder的新颖、健壮、计算效率高且具有隐私意识的算法,在链上匿名检索匿名数据,以促进电子病历共享。我们随后展示了我们框架的概念证明。执行彻底的系统评估,揭示该解决方案满足患者和医疗机构(医生)的隐私、可行性和安全相关需求。
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Blockchain-assisted sharing of electronic health records: a feasible privacy-centric constant-size ring signature framework
The quest to share Electronic Heath Records (EHR) with blockchain as a core technology has witnessed a myriad of frameworks ingrained with diverse cryptographic primitives as well as non-cryptographic mechanisms. Existing works, however, still suffer from privacy-related challenges chief being privacy breaches based on blockchain digital footprints from health facilities, doctors, and patients alike as well as feasibility challenges. Empirical research from state-of-the-art demonstrates the possibility to deanonymize entities involved in a blockchain transaction via inference analysis using such digital footprints on-chain. In this paper, we address such lacunae by advancing a privacy-conscious feasible blockchain-agnostic EHR sharing framework leveraging anonymous transactions, a smart contract, and decentralized storage technology. We construct a constant-size identity-based ring signature to provide accentuated privacy for transaction initiators and demonstrate how health facilities can anonymously retrieve anonymous data on-chain to facilitate EHR sharing via a novel, robust yet computationally efficient, and privacy-aware algorithm dubbed PatientFinder. We subsequently show proof of concept of our framework. A thorough system evaluation is performed revealing that the solution satisfies the privacy of patients and health facilities (doctors), feasibility, and security-related requirements.
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来源期刊
International Journal of Computers and Applications
International Journal of Computers and Applications Computer Science-Computer Graphics and Computer-Aided Design
CiteScore
4.70
自引率
0.00%
发文量
20
期刊介绍: The International Journal of Computers and Applications (IJCA) is a unique platform for publishing novel ideas, research outcomes and fundamental advances in all aspects of Computer Science, Computer Engineering, and Computer Applications. This is a peer-reviewed international journal with a vision to provide the academic and industrial community a platform for presenting original research ideas and applications. IJCA welcomes four special types of papers in addition to the regular research papers within its scope: (a) Papers for which all results could be easily reproducible. For such papers, the authors will be asked to upload "instructions for reproduction'''', possibly with the source codes or stable URLs (from where the codes could be downloaded). (b) Papers with negative results. For such papers, the experimental setting and negative results must be presented in detail. Also, why the negative results are important for the research community must be explained clearly. The rationale behind this kind of paper is that this would help researchers choose the correct approaches to solve problems and avoid the (already worked out) failed approaches. (c) Detailed report, case study and literature review articles about innovative software / hardware, new technology, high impact computer applications and future development with sufficient background and subject coverage. (d) Special issue papers focussing on a particular theme with significant importance or papers selected from a relevant conference with sufficient improvement and new material to differentiate from the papers published in a conference proceedings.
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