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基于区块链的 IoMT 设备中基于角色的医疗用户认证的新型模型。

Novel model to authenticate role-based medical users for blockchain-based IoMT devices.

机构信息

Department of Computer Science, University of Engineering & Technology, (UET), Lahore, Pakistan.

Universidad Europea del Atlántico, Santander, Spain.

出版信息

PLoS One. 2024 Jul 10;19(7):e0304774. doi: 10.1371/journal.pone.0304774. eCollection 2024.

DOI:10.1371/journal.pone.0304774
PMID:38985779
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11236171/
Abstract

The IoT (Internet of Things) has played a promising role in e-healthcare applications during the last decade. Medical sensors record a variety of data and transmit them over the IoT network to facilitate remote patient monitoring. When a patient visits a hospital he may need to connect or disconnect medical devices from the medical healthcare system frequently. Also, multiple entities (e.g., doctors, medical staff, etc.) need access to patient data and require distinct sets of patient data. As a result of the dynamic nature of medical devices, medical users require frequent access to data, which raises complex security concerns. Granting access to a whole set of data creates privacy issues. Also, each of these medical user need to grant access rights to a specific set of medical data, which is quite a tedious task. In order to provide role-based access to medical users, this study proposes a blockchain-based framework for authenticating multiple entities based on the trust domain to reduce the administrative burden. This study is further validated by simulation on the infura blockchain using solidity and Python. The results demonstrate that role-based authorization and multi-entities authentication have been implemented and the owner of medical data can control access rights at any time and grant medical users easy access to a set of data in a healthcare system. The system has minimal latency compared to existing blockchain systems that lack multi-entity authentication and role-based authorization.

摘要

在过去十年中,物联网(IoT)在电子医疗保健应用中发挥了有前景的作用。医疗传感器记录各种数据,并通过物联网网络传输,以方便远程患者监测。当患者去医院时,他可能需要频繁地将医疗设备连接或断开与医疗保健系统的连接。此外,多个实体(例如医生、医护人员等)需要访问患者数据,并需要不同的患者数据集。由于医疗设备的动态性质,医疗用户需要频繁访问数据,这引发了复杂的安全问题。授予整套数据的访问权限会引发隐私问题。此外,这些医疗用户中的每一个都需要授予特定数据集的访问权限,这是一项相当繁琐的任务。为了向医疗用户提供基于角色的访问,本研究提出了一种基于区块链的框架,用于根据信任域对多个实体进行身份验证,以减轻管理负担。本研究进一步使用 Solidity 和 Python 在 infura 区块链上进行了模拟验证。结果表明,已经实现了基于角色的授权和多实体认证,并且医疗数据的所有者可以随时控制访问权限,并允许医疗用户轻松访问医疗系统中的一组数据。与缺乏多实体认证和基于角色的授权的现有区块链系统相比,该系统的延迟最小。

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