Survey of Load-Altering Attacks Against Power Grids: Attack Impact, Detection, and Mitigation

IF 3.3 Q3 ENERGY & FUELS
Sajjad Maleki;Shijie Pan;Subhash Lakshminarayana;Charalambos Konstantinou
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引用次数: 0

Abstract

The growing penetration of IoT devices in power grids despite its benefits, raises cybersecurity concerns. In particular, load-altering attacks (LAAs) targeting high-wattage IoT-controllable load devices pose serious risks to grid stability and disrupt electricity markets. This paper provides a comprehensive review of LAAs, highlighting the threat model, analyzing their impact on transmission and distribution networks, and the electricity market dynamics. We also review the detection and localization schemes for LAAs that employ either model-based or data-driven approaches, with some hybrid methods combining the strengths of both. Additionally, mitigation techniques are examined, focusing on both preventive measures, designed to thwart attack execution, and reactive methods, which aim to optimize responses to ongoing attacks. We look into the application of each study and highlight potential streams for future research.
针对电网的负载改变攻击调查:攻击影响、检测和缓解
尽管物联网设备在电网中的渗透程度越来越高,但也引发了对网络安全的担忧。特别是,针对高瓦数物联网可控负载设备的负载改变攻击(LAAs)对电网稳定构成严重风险,并扰乱电力市场。本文对LAAs进行了全面的回顾,重点介绍了LAAs的威胁模型,分析了LAAs对输配电网络和电力市场动态的影响。我们还回顾了LAAs的检测和定位方案,这些方案采用基于模型或数据驱动的方法,以及一些结合两者优势的混合方法。此外,还研究了缓解技术,重点关注旨在阻止攻击执行的预防措施和旨在优化对正在进行的攻击的响应的反应方法。我们将探讨每项研究的应用,并强调未来研究的潜在方向。
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
7.80
自引率
5.30%
发文量
45
审稿时长
10 weeks
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