高级SCADA和远程监控系统网络安全分析的模糊决策算法

S. Milić
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引用次数: 4

摘要

本章提供了关键基础设施SCADA漏洞和利用模糊决策算法的复杂数据分析。这些算法在两个案例研究中提出,描述了两个重要的多参数远程监控系统的网络攻击的可能场景。网络攻击分析的主要对象是从其通用的SCADA系统中获取的数据。重点研究了水电厂船闸内电力生产和水运过程的多参数远程监控系统。提出了一种新的用于综合数据分析的模糊决策算法来识别网络攻击。模糊建模的结果直接依赖于决策所依据的if-then规则的复杂选择。此外,使用两个模糊逻辑系统(FLS-T1和FLS-T2)对几种网络攻击场景进行建模。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy-Decision Algorithms for Cyber Security Analysis of Advanced SCADA and Remote Monitoring Systems
This chapter provides a complex data analysis of critical infrastructure SCADA vulnerabilities and exploits using fuzzy-decision algorithms. These algorithms are presented in two case studies describing possible scenarios of the cyber attack on two vital multi-parameter remote monitoring systems. The main objects of the cyber attack analysis are data obtained from their common SCADA system. The main focus is on multiparameter remote monitoring systems for monitoring electricity production and water traffic processes in the lock of hydropower plant. Newly developed fuzzy decision algorithms for comprehensive data analysis are presented to recognize the cyber attack. The results of the fuzzy modeling are directly dependent on the complex choice of the if-then rules on the basis of which decisions are made. In addition, two fuzzy logic systems (FLS-T1 and FLS-T2) are used for modeling several cyber attack scenarios.
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