Current Problems and Solutions of Industrial Control Network Intrusion Detection: A Brief Survey

Tianyu Jiang, Chen Zhang, Rui Wang, S. Chai
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Abstract

With the advancement of industrial intelligence, the Industrial Internet has been widely used in energy, manufacturing and other important industries. In recent years, security incidents have occurred frequently in industrial control network, which means that maintaining industrial control network security has become more and more important. Intrusion detection technology can actively detect abnormal behavior in the network, and is an important means to ensure the security of industrial control networks. Presently, the intrusion detection technology of industrial control network has problems such as extreme imbalance of classes and redundant interference of traffic characteristics. This paper analyzes these problems and clarifies the existing solutions for different problems in principle.
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当前工业控制网络入侵检测存在的问题及解决方案综述
随着工业智能化的推进,工业互联网已广泛应用于能源、制造业等重要行业。近年来,工业控制网络安全事件频发,维护工业控制网络安全变得越来越重要。入侵检测技术能够主动检测网络中的异常行为,是保证工控网络安全的重要手段。目前,工业控制网络的入侵检测技术存在着类的极度不平衡和流量特征的冗余干扰等问题。本文对这些问题进行了分析,并从原则上阐明了针对不同问题的现有解决方案。
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