School of Aerospace, Transport and Manufacturing, Cranfield University, Cranfield MK43 0AL, UK.
Faculty of Economics and Business Operations Management, University of Groningen, 9747 AE Groningen, The Netherlands.
Sensors (Basel). 2021 May 24;21(11):3654. doi: 10.3390/s21113654.
The growth of the Internet of Things (IoT) offers numerous opportunities for developing industrial applications such as smart grids, smart cities, smart manufacturers, etc. By utilising these opportunities, businesses engage in creating the Industrial Internet of Things (IIoT). IoT is vulnerable to hacks and, therefore, requires various techniques to achieve the level of security required. Furthermore, the wider implementation of IIoT causes an even greater security risk than its benefits. To provide a roadmap for researchers, this survey discusses the integrity of industrial IoT systems and highlights the existing security approaches for the most significant industrial applications. This paper mainly classifies the attacks and possible security solutions regarding IoT layers architecture. Consequently, each attack is connected to one or more layers of the architecture accompanied by a literature analysis on the various IoT security countermeasures. It further provides a critical analysis of the existing IoT/IIoT solutions based on different security mechanisms, including communications protocols, networking, cryptography and intrusion detection systems. Additionally, there is a discussion of the emerging tools and simulations used for testing and evaluating security mechanisms in IoT applications. Last, this survey outlines several other relevant research issues and challenges for IoT/IIoT security.
物联网(IoT)的发展为开发智能电网、智慧城市、智能制造商等工业应用提供了众多机会。企业利用这些机会创建工业物联网(IIoT)。物联网容易受到黑客攻击,因此需要各种技术来达到所需的安全级别。此外,IIoT 的更广泛实施带来的安全风险甚至超过了其带来的好处。为了为研究人员提供路线图,本调查讨论了工业物联网系统的完整性,并强调了针对最重要工业应用的现有安全方法。本文主要根据 IoT 层架构对攻击和可能的安全解决方案进行分类。因此,每种攻击都与架构的一个或多个层相关联,并对各种 IoT 安全对策进行文献分析。它进一步基于不同的安全机制,包括通信协议、网络、密码学和入侵检测系统,对现有的 IoT/IIoT 解决方案进行了批判性分析。此外,还讨论了用于测试和评估 IoT 应用程序中安全机制的新兴工具和模拟。最后,本调查概述了物联网/工业物联网安全的其他几个相关研究问题和挑战。