论文标题

智能GPS欺骗攻击检测功率网格

Intelligent GPS Spoofing Attack Detection in Power Grids

论文作者

Sabouri, Mohammad, Siamak, Sara, Dehghani, Maryam, Mohammadi, Mohsen, Asemani, Mohammad Hassan

论文摘要

GPS容易受到GPS欺骗攻击(GSA)的攻击,这导致GPS接收器的时间和位置结果无序。在电网中,相量测量单元(PMU)使用GPS来构建带时间标记的测量值,因此它们容易受到此攻击的影响。由于这种攻击,PMU测量的采样时间和相位角变化。在本文中,介绍了使用动态功率系统中的PMU数据来检测GSA的神经网络GPS欺骗检测(NNGSD)。在不同条件下的数值结果显示了提出的检测方法的实时性能。

The GPS is vulnerable to GPS spoofing attack (GSA), which leads to disorder in time and position results of the GPS receiver. In power grids, phasor measurement units (PMUs) use GPS to build time-tagged measurements, so they are susceptible to this attack. As a result of this attack, sampling time and phase angle of the PMU measurements change. In this paper, a neural network GPS spoofing detection (NNGSD) with employing PMU data from the dynamic power system is presented to detect GSAs. Numerical results in different conditions show the real-time performance of the proposed detection method.

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