一个去中心化的公共许可区块链框架,用于增强雾计算中健康记录的安全性。

IF 1.7 4区 医学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Methods in Biomechanics and Biomedical Engineering Pub Date : 2024-10-01 Epub Date: 2023-10-09 DOI:10.1080/10255842.2023.2262664
Ramaiah Challa, Kiran Kumar Kothamasu
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引用次数: 0

摘要

医疗健康记录包括用于精确诊断和连续治疗的敏感患者数据。但是,它必须安全地存储和共享,以保护数据隐私。通常,健康记录保存在集中的服务器上,这会增加安全漏洞的风险,并涉及对单个权威机构的信任,该权威机构无法有效地保护数据免受内部攻击。区块链(BC)由于其去中心化和防篡改的特性,被广泛应用于医疗健康记录管理。这项工作引入了一种公共许可的BC技术,该技术使用去中心化账本(DL)来管理雾计算层中的医疗健康记录。所考虑的BC是分散的,允许在分散的记录网络中传输记录。使用SHA-256散列算法对数据块进行散列。特别是,在雾计算层中,开发了一种自适应RSA数字签名算法(ARSA-DS)来防止医疗健康记录中的数据篡改。此外,采用基于埃博拉搜索优化的密钥选择(ESO-KS)技术从随机生成的密钥中找到理想的密钥,以减少处理时间并提高整体效率。拟议的去中心化BC框架将有助于保护患者隐私,防止攻击篡改健康记录;此外,它在保密性、完整性和可用性方面是高效的。
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A decentralized public-permissioned blockchain framework for enhanced security of health records in fog computing.

Medical health records comprise sensitive patient data for precise diagnosis and successive treatment. However, it must be stored and shared securely to protect data privacy. Generally, health records are kept on centralized servers, which raise the risk of security breaches and involve trust in a single authority that cannot efficiently defend data from internal attacks. Blockchain (BC) is extensively used in medical health records management because of its decentralized and tamper-proof properties. This work introduces a public-permissioned BC technology with a decentralized ledger (DL) to manage medical health records in the fog computing layer. The considered BC is decentralized and allows the transmission of records within the decentralized network of records. The data blocks are hashed using the SHA-256 hash algorithm. Especially, an Adaptive RSA Digital Signature Algorithm (ARSA-DS) is developed to prevent data tampering with medical health records in the fog computing layer. Moreover, an Ebola Search Optimization based Key Selection (ESO-KS) technique is employed to find the ideal key from the randomly generated keys to reduce processing time and increase overall efficiency. The proposed decentralized BC framework will help to preserve patient privacy and prevent the tampering of health records by attacks; moreover, it is efficient in terms of confidentiality, integrity, and availability.

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来源期刊
CiteScore
4.10
自引率
6.20%
发文量
179
审稿时长
4-8 weeks
期刊介绍: The primary aims of Computer Methods in Biomechanics and Biomedical Engineering are to provide a means of communicating the advances being made in the areas of biomechanics and biomedical engineering and to stimulate interest in the continually emerging computer based technologies which are being applied in these multidisciplinary subjects. Computer Methods in Biomechanics and Biomedical Engineering will also provide a focus for the importance of integrating the disciplines of engineering with medical technology and clinical expertise. Such integration will have a major impact on health care in the future.
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