Online Generative Adversary Network Based Measurement Recovery in False Data Injection Attacks: A Cyber-Physical Approach.

IEEE Transactions on Industrial Informatics(2020)

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摘要
State estimation plays a critical role in maintaining operational stability of a power system, which is however vulnerable to attacks. False data injection (FDI) attacks can manipulate the state estimation results through tampering the measurement data. In this paper, a cyberphysical model is proposed to defend against FDI attacks. It judiciously integrates a physical model which captures ideal me...
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关键词
State estimation,Measurement uncertainty,Voltage measurement,Generative adversarial networks,Gallium nitride,Power measurement,Power system stability
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