BTMH:一个区块链驱动的医疗行业IoMT信任管理系统

IF 4.6 2区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Maroua Akkal , Sarra Cherbal , Boubakeur Annane , Hicham Lakhlef
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引用次数: 0

摘要

物联网(IoT)通过医疗物联网(IoMT)改变了日常生活,特别是在医疗保健领域,它彻底改变了医疗服务并实现了远程医疗。然而,这种对IoMT设备的日益依赖引起了对其可靠性、信任和安全性的担忧,强调了对安全、分散解决方案的需求。虽然已经开发了信任管理系统(TMS)来解决这些问题,但集中式TMS如果受到损害,容易受到单点故障的影响。尽管已经为IoMT探索了分散的TMS,但平衡安全性、可伸缩性和性能的可扩展解决方案尚未实现。现有的系统在处理诸如诽谤、填塞选票和洗白等安全威胁方面往往存在不足,使信任管理暴露在外。基于区块链的去中心化方法提供了动态管理,但仍然容易受到漏洞的影响,包括对诚实节点的攻击和对恶意节点的信任级别的操纵。为了克服这些限制,我们提出了一种基于区块链的医疗保健IoMT信任管理系统(BTMH),该系统利用双链架构来分离身份验证和信任数据管理。这种设计增强了安全性和可扩展性,一条链专门用于身份验证,另一条链专门用于信任数据管理。我们使用Hyperledger Fabric和Hyperledger Caliper进行基准测试的实现表明,BTMH在信任融合、吞吐量和延迟方面优于现有的解决方案,在提供卓越性能的同时提供针对安全威胁的强大保护。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
BTMH: A blockchain-powered trust management system for IoMT in healthcare
The Internet of Things (IoT) has transformed daily life, particularly in healthcare, through the Internet of Medical Things (IoMT), which revolutionizes medical services and enables telemedicine. However, this increased reliance on IoMT devices raises concerns about their reliability, trust, and security, emphasizing the need for secure, decentralized solutions. While Trust Management Systems (TMS) have been developed to address these issues, centralized TMS are vulnerable to single points of failure if compromised. Although decentralized TMS have been explored for IoMT, a scalable solution that balances security, scalability, and performance has yet to be realized. Existing systems often fall short in addressing security threats such as bad-mouthing, ballot stuffing, and whitewashing, leaving trust management exposed. Blockchain-based decentralized approaches offer dynamic management but are still susceptible to vulnerabilities, including attacks on honest nodes and manipulation of trust levels for malicious ones. To overcome these limitations, we propose a Blockchain-powered Trust Management system for IoMT in Healthcare (BTMH), which utilizes a two-chain architecture to separate authentication and trust data management. This design enhances both security and scalability, with one chain dedicated to authentication and the other to trust data management. Our implementation, using Hyperledger Fabric and benchmarking via Hyperledger Caliper, shows that BTMH outperforms existing solutions in trust convergence, throughput, and latency, providing robust protection against security threats while delivering superior performance.
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来源期刊
Computer Networks
Computer Networks 工程技术-电信学
CiteScore
10.80
自引率
3.60%
发文量
434
审稿时长
8.6 months
期刊介绍: Computer Networks is an international, archival journal providing a publication vehicle for complete coverage of all topics of interest to those involved in the computer communications networking area. The audience includes researchers, managers and operators of networks as well as designers and implementors. The Editorial Board will consider any material for publication that is of interest to those groups.
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