利用基于物联网的超级账本区块链高效安全地共享电子健康记录

IF 5 2区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Velmurugan S., Prakash M., Neelakandan S., Eric Ofori Martinson
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引用次数: 0

摘要

电子病历(EHR)系统是医院与其他重要的医疗保健部门利益相关者之间交换病人医疗信息的重要而有效的工具,可改善世界各地的病人诊断和治疗。然而,目前大多数医院的基础设施都缺乏适当的安全性、可信的访问控制以及隐私和保密性管理,而这些正是目前的电子病历系统应该提供的。目标。针对各种电子病历系统,本研究提出了一种支持区块链的超级账本架构(Hyperledger Fabric Architecture),作为这一棘手问题的解决方案。建议系统的三个步骤是安全上传阶段、安全下载阶段和身份验证。患者注册、登录和验证构成了身份验证步骤。管理员在验证用户详细信息后,授予读取、编辑、删除或撤销文件的权限。在安全上传阶段,首先进行特征提取,然后根据提取的特征创建哈希访问策略。然后,将哈希值存储在基于物联网的超级账本区块链中。上传的电子病历文件在存储到云服务器之前还要进行加密。在安全下载步骤中,医生使用散列访问策略向云发送请求并解密相应文件。实验结果表明,该系统的性能优于尖端技术。对于剩余的 10 到 25 mb 文件大小,所提出的基于属性的修改密钥策略加密技术表现更好。该物联网框架将 MKP-ABE 与 KP-ABE、ECC、RSA 和 AES 中的某些效率指标进行了比较,如加密、解密周期、保护级别分析和加密内存使用、解密资源使用、上传时间和传输时间。在此,建议物联网设备的数据加密时间为 4008 毫秒,数据解密时间为 4138 毫秒。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Efficient Secure Sharing of Electronic Health Records Using IoT-Based Hyperledger Blockchain

Electronic Health Record (EHR) systems are a valuable and effective tool for exchanging medical information about patients between hospitals and other significant healthcare sector stakeholders in order to improve patient diagnosis and treatment around the world. Nevertheless, the majority of the hospital infrastructures that are now in place lack the proper security, trusted access control, and management of privacy and confidentiality concerns that the current EHR systems are supposed to provide. Goal. For various EHR systems, this research proposes a Blockchain-enabled Hyperledger Fabric Architecture as a solution to this delicate issue. The three steps of the suggested system are the secure upload phase, the secure download phase, and authentication. Patient registration, login, and verification make up the authentication step. The administrator grants authorization to read, edit, delete, or revoke the files following user details verification. In the secure upload phase, feature extraction is carried out first, and then a hashed access policy is created from the extracted feature. Next, the hash value is stored in an IoT-based Hyperledger blockchain. The uploaded EHR files are additionally encrypted before being stored on the cloud server. In the secure download step, the physician uses a hashed access policy to send the request to the cloud and decrypts the corresponding files. The experimental findings demonstrate that the system outperformed cutting-edge techniques. The proposed Modified Key Policy Attribute-Based Encryption performs better for the remaining 10 to 25 mb file sizes. This IoT framework compares MKP-ABE with certain efficiency indicators, such as encryption, decryption period, protection level analysis and encrypted memory use, resource use on decryption, upload time, and transfer time, which are present in the KP-ABE, the ECC, RSA, and AES. Here, the IoT device suggested requires 4008 ms for data encryption and 4138 ms for the data decryption.

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来源期刊
International Journal of Intelligent Systems
International Journal of Intelligent Systems 工程技术-计算机:人工智能
CiteScore
11.30
自引率
14.30%
发文量
304
审稿时长
9 months
期刊介绍: The International Journal of Intelligent Systems serves as a forum for individuals interested in tapping into the vast theories based on intelligent systems construction. With its peer-reviewed format, the journal explores several fascinating editorials written by today''s experts in the field. Because new developments are being introduced each day, there''s much to be learned — examination, analysis creation, information retrieval, man–computer interactions, and more. The International Journal of Intelligent Systems uses charts and illustrations to demonstrate these ground-breaking issues, and encourages readers to share their thoughts and experiences.
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