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...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Ting Ma, Xiaofeng Zhang, Zhexin Miao
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2024-12-01
Colección:	Drones
Materias:	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 línea:	https://www.mdpi.com/2504-446X/9/1/2
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Detection of UAV GPS Spoofing Attacks Using a Stacked Ensemble Method

Ejemplares similares