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区块链与集中式认证架构在智慧城市物联网智能设备中的比较分析:全面回顾、最新进展和未来研究方向。

A Comparative Analysis on Blockchain versus Centralized Authentication Architectures for IoT-Enabled Smart Devices in Smart Cities: A Comprehensive Review, Recent Advances, and Future Research Directions.

机构信息

School of Digital Science, Universiti Brunei Darussalam, Jalan Tungku Link, Bandar Seri Begawan BE1410, Brunei.

Institute of Applied Data Analytics, Universiti Brunei Darussalam, Jalan Tungku Link, Bandar Seri Begawan BE1410, Brunei.

出版信息

Sensors (Basel). 2022 Jul 10;22(14):5168. doi: 10.3390/s22145168.

Abstract

Smart devices have become an essential part of the architectures such as the Internet of Things (IoT), Cyber-Physical Systems (CPSs), and Internet of Everything (IoE). In contrast, these architectures constitute a system to realize the concept of smart cities and, ultimately, a smart planet. The adoption of these smart devices expands to different cyber-physical systems in smart city architecture, i.e., smart houses, smart healthcare, smart transportation, smart grid, smart agriculture, etc. The edge of the network connects these smart devices (sensors, aggregators, and actuators) that can operate in the physical environment and collects the data, which is further used to make an informed decision through actuation. Here, the security of these devices is immensely important, specifically from an authentication standpoint, as in the case of unauthenticated/malicious assets, the whole infrastructure would be at stake. We provide an updated review of authentication mechanisms by categorizing centralized and distributed architectures. We discuss the security issues regarding the authentication of these IoT-enabled smart devices. We evaluate and analyze the study of the proposed literature schemes that pose authentication challenges in terms of computational costs, communication overheads, and models applied to attain robustness. Hence, lightweight solutions in managing, maintaining, processing, and storing authentication data of IoT-enabled assets are an urgent need. From an integration perspective, cloud computing has provided strong support. In contrast, decentralized ledger technology, i.e., blockchain, light-weight cryptosystems, and Artificial Intelligence (AI)-based solutions, are the areas with much more to explore. Finally, we discuss the future research challenges, which will eventually help address the ambiguities for improvement.

摘要

智能设备已成为物联网 (IoT)、信息物理系统 (CPS) 和万物互联 (IoE) 等架构的重要组成部分。相比之下,这些架构构成了实现智慧城市概念的系统,最终构成了一个智能星球。这些智能设备的采用扩展到智能城市架构中的不同信息物理系统,例如智能家居、智能医疗、智能交通、智能电网、智能农业等。网络的边缘连接到这些可以在物理环境中运行并收集数据的智能设备(传感器、聚合器和执行器),这些数据进一步用于通过执行器做出明智的决策。在这里,这些设备的安全性非常重要,特别是从身份验证的角度来看,因为在未经身份验证/恶意资产的情况下,整个基础设施都将处于危险之中。我们通过分类集中式和分布式架构,对身份验证机制进行了更新回顾。我们讨论了与这些物联网启用的智能设备的身份验证相关的安全问题。我们评估和分析了提出的文献方案,这些方案在计算成本、通信开销和应用模型方面都存在身份验证挑战,以实现稳健性。因此,在管理、维护、处理和存储物联网资产的身份验证数据方面,轻量级解决方案是迫切需要的。从集成的角度来看,云计算提供了强大的支持。相比之下,去中心化账本技术,即区块链、轻量级密码系统和基于人工智能 (AI) 的解决方案,是更需要探索的领域。最后,我们讨论了未来的研究挑战,这将有助于解决改进的模糊性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5b19/9322843/8399221a740c/sensors-22-05168-g001.jpg

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