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- W4285103619 abstract "Smart Grids are critical cyber-physical systems where monitoring is crucial, especially the process of state estimation. Since this task strongly depends on the reliability of power grid meters and their communication channels, it is vulnerable to cyber-attacks and, particularly, false data injection attacks (FDIAs), which are modifications on the meter readings that are often hard to detect. In this paper, we propose a method to construct a robust state estimator based on a variational autoencoder trained on the Fisher-Rao distance, which is a measure of dissimilarity between probability distributions. Then, we introduce a novel method to generate FDIAs that exploits knowledge of the state estimator and its learning procedure, for which we show effectiveness. Finally, numerical results and comparison with state-of-the-art methods confirm that our approach can archive similar estimation errors for clean and noisy (attacked) measurements." @default.
- W4285103619 created "2022-07-14" @default.
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- W4285103619 date "2022-04-24" @default.
- W4285103619 modified "2023-09-30" @default.
- W4285103619 title "Robust Autoencoder-based State Estimation in Power Systems" @default.
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- W4285103619 doi "https://doi.org/10.1109/isgt50606.2022.9817514" @default.
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