Detection of UAV GPS Spoofing Attacks Using a Stacked Ensemble Method

Unmanned aerial vehicles (UAVs) are vulnerable to global positioning system (GPS) spoofing attacks, which can mislead their navigation systems and result in unpredictable catastrophic consequences. To address this issue, we propose a detection method based on stacked ensemble learning that combines...

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Detalles Bibliográficos

Principais autores:	Ting Ma, Xiaofeng Zhang, Zhexin Miao
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2024-12-01
Series:	Drones
Assuntos:	unmanned aerial vehicles (UAVs) global positioning systems (GPS) convolutional neural network (CNN) extreme gradient boosting (XGBoost) stacked ensemble synthetic minority oversampling technique (SMOTE)
Acceso en liña:	https://www.mdpi.com/2504-446X/9/1/2
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