物联网网络中入侵检测和入侵防御系统研究进展

Z. Chiba, N. Abghour, K. Moussaid, O. Lifandali, R. Kinta
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引用次数: 1

摘要

近年来,物联网(IoT)范式获得了指数级增长和普及。这是一项瞬息万变的技术,互联的计算设备和传感器通过互联网共享数据和通信,在没有人为干预的情况下破译不同的问题并提供新的服务。事实上,物联网在我们的日常生活中变得越来越普遍,将物理事物连接到电子服务。这就是说;物联网是推动家庭自动化、现代健康、先进制造业和智慧城市发展的引擎。因此,物联网在改善社会和企业生活方面有着很大的希望。尽管物联网设备越来越流行,但由于其网络的性质和固有的硬件限制,它们很弱,容易受到许多安全威胁,这些限制了它们实施安全措施的能力,并增加了它们暴露于漏洞攻击的风险。此外,物联网终端和应用的融合和多样化使物联网更容易受到各种入侵攻击。防止物联网受到各种攻击的技术有很多,入侵检测系统(IDS)和入侵防御系统(IPS)就是其中的一部分,它们可以保证物联网的安全性、保密性和可靠性。在本文中,我们回顾了最近针对物联网网络提出的几个相关的IDS和IPS,重点介绍了建议的机制及其局限性。这有助于发现仍需要解决的问题,很好地确定研究的主流方向,为未来的研究人员开辟新的研究途径铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Review of Recent Intrusion Detection Systems and Intrusion Prevention Systems in IoT Networks
The Internet of Things (IoT) paradigm has gained exponential growth and popularity in recent years. It is a precipitously shifting technology, in which interconnected computing devices and sensors share data and communicate over the Internet, to decipher different problems and deliver new services without human intervention. In fact, IoT is becoming more ubiquitous in our daily lives, connecting physical things to e-services. That is to say; the IoT is the engine that powers home automation, modern health, advanced manufacturing, and smart cities. Thus, IoT holds a lot of promise for enhancing social and corporate life. Despite the rising vogue of IoT equipment, they are weak and vulnerable to many security threats because of the nature of their networks, and inherent hardware limitations that restrict their ability to implement security measures and increase their exposure to vulnerability attacks. Furthermore, the integration and diversification of IoT terminals and applications make IoT more prone to various intrusion attacks. There are many techniques used to preclude IoT from various attacks, Intrusion Detection System (IDS) and Intrusion Preventions System (IPS) are some of them, which can guarantee the security, privacy, and reliability of the IoT. In this paper, we provide a review of several recent and pertinent IDS and IPS proposed for IoT networks, where we highlight the suggested mechanisms and their limitations. This aids to spot the issues that still require to be tackled, well define the mainstream of research direction, and pave the way for novel avenues of research for future researchers.
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