基于机器学习的电控系统入侵检测技术研究

Xiaolong Li, Xinghua Li, Feng Wang, Dongge Zhu, Yanqing Yang
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引用次数: 1

摘要

随着网络和信息技术的不断发展,特别是《中国制造2025》的不断推进,工控系统已成为包括电力、石油、交通等现代工业基础设施的重要支撑系统,与国家安全、社会稳定和经济命脉紧密相连。对这些工业控制系统的网络攻击可能危及公众生活和国家安全。本文首先对工业控制网络进行了详细的分析,介绍了目前工业控制网络中使用的相关安全防护技术,提出了一种可应用于工业控制网络的入侵检测系统框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Intrusion Detection Technology of Electric Control System Based on Machine Learning
With the continuous development of network and information technology, especially the continuous promotion of Made in China 2025, industrial control system has become an important support system of modern industrial infrastructure including electricity, petroleum, transportation and so on, and is closely linked to the national security, social stability and economic lifeline. A cyber-attack on these industrial control systems could endanger public life and national security. This paper first analyzes the industrial control network in detail, introduces the relevant security protection technology used in the current industrial control network, and proposes an intrusion detection system framework that can be applied to the industrial control network.
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