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...

Descrición completa

Gardado en:
Detalles Bibliográficos
Main Authors: Chaofei Tang, Nurbol Luktarhan, Yuxin Zhao
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2020-09-01
Series:Symmetry
Assuntos:
intrusion detection
LightGBM
feature selection
autoencoder
classification
deep learning
Acceso en liña:https://www.mdpi.com/2073-8994/12/9/1458
Tags: Engadir etiqueta
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!

Títulos similares