Suppr超能文献

一种轻量级可扩展的混合认证框架,用于基于区块链超级账本联盟网络并结合边缘计算的医疗物联网(IoMT)。

A lightweight scalable hybrid authentication framework for Internet of Medical Things (IoMT) using blockchain hyperledger consortium network with edge computing.

作者信息

Khan Abdullah Ayub, Laghari Asif Ali, Alroobaea Roobaea, Baqasah Abdullah M, Alsafyani Majed, Alsufyani Hamed, Ullah Sajid

机构信息

Department of Computer Science, Bahria University Karachi Campus, Karachi, 75260, Pakistan.

Software Collage, Shenyang Normal University, Shenyang, China.

出版信息

Sci Rep. 2025 Jun 5;15(1):19856. doi: 10.1038/s41598-025-05130-w.

Abstract

The Internet of Things (IoMT) has revolutionized the global landscape by enabling the hierarchy of interconnectivity between medical devices, sensors, and healthcare applications. Significant limitations in terms of scalability, privacy, and security are associated with this connection. This study presents a scalable, lightweight hybrid authentication system that integrates blockchain and edge computing within a Hyperledger Consortium network to address such real-time problems, particularly the use of Hyperledger Indy. For secure authentication, Hyperledger ensures a permissioned, decentralized, and impenetrable environment, while edge computing lowers latency by processing data closer to IoMT devices. The proposed framework balances security and computing performance by utilizing a hybrid cryptographic technique, like NuCypher Threshold Proxy Re-Encryption. Applicational activities are now appropriate for IoMT devices with limited resources thanks to this integration. By facilitating cooperation between numerous stakeholders with restricted access, the consortium network improves scalability and data governance. Comparing the proposed framework to the state-of-the-art techniques, experimental evaluation shows that it reduces latency by 2.93% and increases authentication efficiency by 98.33%. Therefore, in contrast to current solutions, guarantee data integrity and transparency between patients, consultants, and hospitals. The development of dependable, scalable, and secure IoMT applications is facilitated by this work, enabling next-generation medical applications.

摘要

物联网(IoMT)通过实现医疗设备、传感器和医疗保健应用之间的互联层次结构,彻底改变了全球格局。这种连接存在着在可扩展性、隐私和安全性方面的重大限制。本研究提出了一种可扩展的轻量级混合认证系统,该系统在超级账本联盟网络中集成了区块链和边缘计算,以解决此类实时问题,特别是超级账本Indy的使用。为了实现安全认证,超级账本确保了一个受许可、去中心化且坚不可摧的环境,而边缘计算通过在更靠近IoMT设备的位置处理数据来降低延迟。所提出的框架通过使用混合加密技术(如NuCypher阈值代理重加密)来平衡安全性和计算性能。由于这种集成,应用活动现在适用于资源有限的IoMT设备。通过促进众多访问受限的利益相关者之间的合作,联盟网络提高了可扩展性和数据治理能力。将所提出的框架与现有技术进行比较,实验评估表明它将延迟降低了2.93%,并将认证效率提高了98.33%。因此,与当前解决方案相比,保证了患者、顾问和医院之间的数据完整性和透明度。这项工作促进了可靠、可扩展且安全的IoMT应用的开发,推动了下一代医疗应用的发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/444e/12141589/86692aa909ca/41598_2025_5130_Fig1_HTML.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验