从有线到无线:针对智能电网传感器网络的虚假数据注入攻击的挑战

Jiachen Liu, F. Labeau
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引用次数: 3

摘要

虚假数据注入攻击(FDIAs)是一种针对电网的隐身攻击,旨在破坏系统的网络物理安全,现有的研究主要是在有线系统上进行的,其中状态估计由超定直流潮流模型表示。另一方面,由于无线传感器网络(wsn)的广泛部署,智能电网(SG)的新兴趋势得到了广泛的支持,以实现各种新功能,这要求对某些既定前提如何在新环境中进行调整进行审查。除了基于传统总线系统的相关研究外,本文还将介绍无线传感器网络在网格系统中的应用所带来的一些广泛的变化。随后,对比并简要分析场景变换导致的不良数据检测(bad data detection, BDD)、虚假数据注入攻击策略或攻击方法物理可行性方面的差异。然后将附上新的或以前被忽视的FDIA研究要求的摘要。通过对相关研究的综合综述,我们将对未来可能的研究方向进行展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
From Wired to Wireless: Challenges of False Data Injection Attacks Against Smart Grid Sensor Networks
Existing studies on False Data Injection Attacks (FDIAs), a type of stealth attacks against power grids aimed at compromising the system cyber-physical security, have primarily been conducted on wired systems in which state estimation is represented by overdetermined DC power flow models. The emerging trend of Smart Grid (SG) assisted by the widespread deployment of Wireless Sensor Networks (WSNs) for various new functionalities, on the other hand, calls for a review of how some certain well-established premises need to be adjusted in the new context. In addition to related studies based on traditional bus-based systems, certain broad changes brought by the use of WSNs in grid systems will be introduced in this paper. Subsequently, differences in terms of bad data detection (BDD), false data injection attack strategy or physical feasibility of attack methods caused by the shift of scenario will be compared and briefly analyzed. A summary of new or previously overlooked requirements for FDIA studies will then be appended. By presenting a comprehensive review of related studies we will shed light on potential future research directions.
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