Research on Dynamical Security Risk Assessment for the Internet of Things inspired by immunology

Caiming Liu, Yan Zhang, Jinquan Zeng, Lingxi Peng, Run Chen
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引用次数: 43

Abstract

The Internet of Things (IoT) confronts a complicated and changeful attack environment. It is necessary to evaluate the security risk of IoT dynamically to judge the situation of IoT. To resolve the above problem, a dynamical risk assessment method for IoT inspired by Artificial Immune System is proposed in this paper. The proposed method is made up of Detection Agent of Attack and Sub-system of Dynamical Risk Assessment. Furthermore, it adopts the technology of detector distribution. The simulation of immune principles and mechanisms in the real IoT environment is deduced by set theory in math. The attack detector evolves dynamically in the IoT immune environment. Its change forms the dynamical security risk value of IoT.
基于免疫学的物联网动态安全风险评估研究
物联网面临着复杂多变的攻击环境。对物联网的安全风险进行动态评估,是判断物联网形势的必要手段。针对上述问题,本文提出了一种基于人工免疫系统的物联网动态风险评估方法。该方法由攻击检测代理和动态风险评估子系统组成。此外,它还采用了探测器分布技术。利用数学中的集合理论推导了物联网真实环境下免疫原理和机制的仿真。攻击检测器在物联网免疫环境中是动态发展的。它的变化形成了物联网动态的安全风险价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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