使用秃鹰搜索优化的IoMT区块链安全数据共享框架

Mecline Jose F L, S. StewartKirubakaran, G. Paulraj, I. Jebadurai, Jebaveerasingh Jebadurai
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引用次数: 1

摘要

在卫生信息系统中,目前的互操作性问题由区块链技术(BT)解决。此外,区块链技术提供了高科技标准,确保医疗保健提供者、医疗保健组织、个人和医疗专家之间安全共享计算机化的医疗保健信息。在医疗保健管理中,医疗物联网(IoMT)设备可以共享来自待调查和准备的患者的感官信息。然而,在IoMT设备中,患者健康信息传输的保密性在一系列物质区域内仍然是一个主要问题。为了克服这些挑战,提出了一种有效的BES_SecDataSharing方法,用于IoMT中与区块链的数据安全共享。提议的BES_SecDataSharing方法中涉及的实体是数据所有者、数据用户、云用户、属性权限和区块链。该方法包括初始化阶段、注册阶段、密钥发布阶段、数据保存阶段、身份验证阶段和数据共享阶段六个阶段。所提出的BES_SecDataSharing方法的最小内存使用量为85 MB,验证时间为28.767秒,归一化方差为1.594。此外,该方法获得了0.787的最大条件隐私。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Secure Data Sharing Framework with Blockchain in IoMT using Bald Eagle Search Optimization
In health information systems, present interoperability problems are solved by blockchain technology (BT). Moreover, blockchain technology offers the high-tech standard that assures a secure sharing of computerized healthcare information among healthcare providers, medical care organizations, individuals, and medical experts. In healthcare management, Internet of medical things (IoMT) devices can share sensory information from patients to be investigated and prepared. However, in IoMT devices the secrecy of patients’ health information transmission is still a major problem within a range of material regions. In order to overcome such challenges, an effective BES_SecDataSharing method is proposed for securely sharing the data with blockchain in IoMT. The entities involved in the proposed BES_SecDataSharing method are data owner, data user, cloud user, attribute authority, and blockchain. Six stages are involved in this proposed method are initialization phase, registration phase, key issuance phase, data preservation phase, authentication phase, and data sharing phase. The proposed BES_SecDataSharing methods has attained a minimum memory usage of 85 MB, validation time of 28.767 Sec, and normalized variance of 1.594. In addition, the method has obtained a maximum conditional privacy of 0.787.
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