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...

Full beskrivning

Sparad:
Bibliografiska uppgifter
Huvudupphovsmän: Chaofei Tang, Nurbol Luktarhan, Yuxin Zhao
Materialtyp: Artigo
Språk:Inglês
Publicerad: MDPI AG 2020-09-01
Serie:Symmetry
Ämnen:
intrusion detection
LightGBM
feature selection
autoencoder
classification
deep learning
Länkar:https://www.mdpi.com/2073-8994/12/9/1458
Taggar: Lägg till en tagg
Inga taggar, Lägg till första taggen!

Liknande verk