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TECHNIQUE FOR MULTILAYER PROTECTION FROM QUANTIFIABLE VULNERABILITIES IN INDUSTRIAL CYBER PHYSICAL SYSTEM

机译:工业网络物理系统中量化漏洞的多层保护技术

摘要

#$%^&*AU2020102142A420201015.pdf#####TECHNIQUE FOR MULTILAYER PROTECTION FROM QUANTIFIABLE VULNERABILITIES IN INDUSTRIAL CYBER PHYSICAL SYSTEM ABSTRACT The cybersecurity for industries has been elevated in recent years due to the rapid increase of attacks against the cyber-physical system. The Recent efforts of industrial control system (ICS) cybersecurity are currently based on the firewalls, unidirectional security gateway (data diode), and methods of intrusion prevention, which is not adequate for the rapid growth of cyber threats from the attackers. A cyber-attack detection system is needed to improve the cybersecurity for industries. The development of a detection system utilizes the network traffic data, host system data, and some process parameters to improve the cybersecurity ofindustries. The detection system will provide multilayer protection to save the time of protectors before the occurrence of problems in the physical system. The real-time dataset of the industrial control system may be used for the proposed detection method. Various forms of attacks need to be carried out to recognize the value of cyber-attack and to produce data for models of identification. Different classification models are expected based on network data and host device data to secure the secondary line of cyberattack detection during intrusion-prevention layer failure. In the suggested detection method, the regression model is used to improve the early attack detection framework. The Industrial Control System (ICS) Security Approach uses network data, device data, and multilayer cyber-attack identification system process data. 1| P a g e
机译:#$%^&* AU2020102142A420201015.pdf #####可量化的多层保护技术工业网络物理系统中的漏洞抽象近年来,由于网络安全的快速增长,行业的网络安全得到了提高。对网络物理系统的攻击。工业控制系统(ICS)的最新成果网络安全目前基于防火墙,单向安全网关(数据二极管),和入侵防御的方法,这些方法不足以应对网络威胁的快速增长来自攻击者。需要使用网络攻击检测系统来提高行业。检测系统的开发利用网络流量数据,主机系统数据和一些过程参数,以提高工业的网络安全性。检测系统将提供多层保护以节省保护器在出现问题之前的时间在物理系统中。工业控制系统的实时数据集可用于建议的检测方法。需要进行各种形式的攻击以识别其价值网络攻击并为识别模型生成数据。不同的分类模型预期基于网络数据和主机设备数据来保护网络的次级线路入侵防御层故障期间的攻击检测。在建议的检测方法中,回归模型用于改进早期攻击检测框架。工业控制系统(ICS)安全方法使用网络数据,设备数据和多层网络攻击识别系统过程数据。1 |佩格

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