基于超图切算法的电网网络安全分析

Y. Yamaguchi, Anna Ogawa, A. Takeda, S. Iwata
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引用次数: 26

摘要

本文提出了一种精确的求解方法,用于分析电网对一类不可检测的攻击的脆弱性,即虚假数据注入攻击。我们证明了在超图上寻找被攻击的测量点的最小数量的问题可以简化为最小割问题,它允许有效的组合算法。实验结果表明,我们的精确解方法运行速度与以前的方法一样快,大多数方法只提供近似解。我们还提出了一种算法的大纲,用于枚举超图中的所有小切割,该算法可用于寻找易受攻击的测量点集。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cyber security analysis of power networks by hypergraph cut algorithms
This paper presents exact solution methods for analyzing vulnerability of electric power networks to a certain kind of undetectable attacks known as false data injection attacks. We show that the problems of finding the minimum number of measurement points to be attacked undetectably reduce to minimum cut problems on hypergraphs, which admit efficient combinatorial algorithms. Experimental results indicate that our exact solution methods run as fast as the previous methods, most of which provide only approximate solutions. We also present the outline of an algorithm for enumerating all small cuts in a hypergraph, which can be used for finding vulnerable sets of measurement points.
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