衡量智能电网数据完整性攻击脆弱性的信息论指标

IF 2.4 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IET Smart Grid Pub Date : 2024-05-09 DOI:10.1049/stg2.12163
Xiuzhen Ye, Iñaki Esnaola, Samir M. Perlaza, Robert F. Harrison
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引用次数: 0

摘要

本文提出了一种描述电力系统中的测量数据易受数据完整性攻击影响程度的新指标。新指标被称为脆弱性指数 (VuIx),它利用信息论措施,从破坏和检测权衡的基本限制角度评估攻击效果。计算系统中测量值的 VuIx 的结果是,根据暴露于数据完整性攻击的程度对它们的脆弱性进行排序。这个新框架被用于评估 IEEE 9 总线和 30 总线测试系统的测量脆弱性,结果发现,功率注入测量比功率流测量更容易受到数据完整性攻击。本文提供了 IEEE 测试系统 VuIx 值的详细数值评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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An information theoretic metric for measurement vulnerability to data integrity attacks on smart grids

A novel metric that describes the vulnerability of the measurements in power systems to data integrity attacks is proposed. The new metric, coined vulnerability index (VuIx), leverages information theoretic measures to assess the attack effect in terms of the fundamental limits of the disruption and detection tradeoff. The result of computing the VuIx of the measurements in the system yields an ordering of their vulnerability based on the degree of exposure to data integrity attacks. This new framework is used to assess the measurement vulnerability of IEEE 9-bus and 30-bus test systems and it is observed that power injection measurements are significantly more vulnerable to data integrity attacks than power flow measurements. A detailed numerical evaluation of the VuIx values for IEEE test systems is provided.

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来源期刊
IET Smart Grid
IET Smart Grid Computer Science-Computer Networks and Communications
CiteScore
6.70
自引率
4.30%
发文量
41
审稿时长
29 weeks
期刊最新文献
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