A Modular Dynamic Probabilistic Risk Assessment Framework for Electric Grid Cybersecurity

IF 2 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Xiaoxu Diao, Yunfei Zhao, Ruixuan Li, Yacine Chakhchoukh, Brian Johnson, Katya Le Blanc, Carol Smidts
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引用次数: 0

Abstract

This paper presents a modular framework designed for dynamic probabilistic risk assessment of electric grid systems facing cybersecurity threats. It details various modules, such as the protection systems module, the operator module, and the attacker module, developed to simulate the responses of different stakeholders during cybersecurity incidents. The paper outlines the requirements necessary for conducting dynamic probabilistic risk assessment under such threats, describes the design and implementation of these modules, and elaborates on the simulation algorithms used. The integration of these modules with mature power grid system simulators enables the framework to effectively replicate the spread and impact of diverse cyberattacks targeting electric grid systems. Additionally, the flexibility of the framework allows for easy reconfiguration and adaptation of module connections to examine different system topologies and configurations. The functionality and efficacy of the framework have been demonstrated using an IEEE 14-bus system in a case study.

Abstract Image

电网网络安全模块化动态概率风险评估框架
提出了一个面向网络安全威胁的电网系统动态概率风险评估的模块化框架。它详细介绍了各种模块,如保护系统模块、操作员模块和攻击者模块,用于模拟网络安全事件中不同利益相关者的响应。本文概述了在此类威胁下进行动态概率风险评估所需的要求,描述了这些模块的设计与实现,并详细阐述了所使用的仿真算法。这些模块与成熟的电网系统模拟器的集成使该框架能够有效地复制针对电网系统的各种网络攻击的传播和影响。此外,框架的灵活性允许轻松地重新配置和调整模块连接,以检查不同的系统拓扑和配置。在一个案例研究中,使用IEEE 14总线系统证明了该框架的功能和有效性。
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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来源期刊
CiteScore
5.10
自引率
0.00%
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审稿时长
19 weeks
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