电力系统状态估计中的零参数信息FDI攻击

Zhenyong Zhang, Ruilong Deng, David K. Y. Yau, Peng Cheng, Jiming Chen
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引用次数: 2

摘要

虚假数据注入(FDI)攻击是针对电力系统的一类威胁性网络攻击。人们普遍认为,在假设攻击者能够获得系统拓扑和线路参数的完整或不完整信息的情况下,高度综合的FDI攻击可以逃避状态估计中坏数据检测的检测。然而,在实际操作中,由于线路参数可能会发生变化或受到干扰,因此不容易获得或推断出线路参数。在本文中,我们发现攻击者可以在不知道线路参数的情况下对直流状态估计执行隐形FDI攻击。我们称之为零参数信息FDI攻击。在设计这种攻击时,只需要了解切线的拓扑信息。证明了攻击者可以任意修改仅通过一条割线与外界相连的一度总线的状态变量;并以相同的任意偏置修改所有母线的状态变量,在一个一度的超级母线中,这是一组只通过一条切割线与外部连接的母线。此外,我们将这些结果扩展到仅通过多条切割线与外部连接的总线或超级总线。最后,我们用一些测试电源系统来说明和验证我们的发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Zero-Parameter-Information FDI Attacks Against Power System State Estimation
False data injection (FDI) attack is one class of the threatening cyber attacks against power systems. It has been widely recognized that, with the assumption that the attacker is capable of obtaining complete or incomplete information of the system topology and line parameters, the highly synthesized FDI attacks can evade being detected from bad data detection in state estimation. However, line parameters cannot be obtained or inferred easily in practice, because they may be changed or disturbed. In this paper, we find that it is possible for the attacker to execute stealthy FDI attacks against DC state estimation with zero knowledge of line parameters. We term them as zero-parameter-information FDI attacks. Only the topology information about the cut line is required for designing such attack. We prove that, the attacker can arbitrarily modify the state variable of a one-degree bus, which is connected to the outside only by a single cut line; and modify the state variables of all buses, with a same arbitrary bias, in a one-degree super-bus, which is a group of buses that is connected to the outside only by a single cut line. Moreover, we extend these results to a bus or a super-bus which is connected to the outside only by multiple cut lines. Finally, we illustrate and validate our findings using some test power systems.
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