An Efficient Intrusion Detection Method Based on LightGBM and Autoencoder

Due to the insidious characteristics of network intrusion behaviors, developing an efficient intrusion detection system is still a big challenge, especially in the era of big data where the number of traffic and the dimension of each traffic feature are high. Because of the shortcomings of tradition...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Chaofei Tang, Nurbol Luktarhan, Yuxin Zhao
Formato: Artigo
Lenguaje:Inglês
Publicado: MDPI AG 2020-09-01
Colección:Symmetry
Materias:
intrusion detection
LightGBM
feature selection
autoencoder
classification
deep learning
Acceso en línea:https://www.mdpi.com/2073-8994/12/9/1458
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares