Three-stage data generation algorithm for multiclass network intrusion detection with highly imbalanced dataset

The Internet plays a crucial role in our daily routines. Ensuring cybersecurity to Internet users will provide a safe online environment. Automatic network intrusion detection (NID) using machine learning algorithms has recently received increased attention recently. The NID model is prone to bias t...

Descripción completa

Detalles Bibliográficos

Autores principales:	Kwok Tai Chui, Brij B. Gupta, Priyanka Chaurasia, Varsha Arya, Ammar Almomani, Wadee Alhalabi
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	KeAi Communications Co., Ltd. 2023-01-01
Colección:	International Journal of Intelligent Networks
Materias:	Convolutional neural network Data generation Generative adversarial network Kernel function Multiclass classification Network intrusion detection
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S2666603023000209
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!