An Efficient Intrusion Detection Method Based on LightGBM and Autoencoder

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...

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Bibliographic Details
Main Authors: Chaofei Tang, Nurbol Luktarhan, Yuxin Zhao
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Symmetry
Subjects:
intrusion detection
LightGBM
feature selection
autoencoder
classification
deep learning
Online Access:https://www.mdpi.com/2073-8994/12/9/1458

Internet

https://www.mdpi.com/2073-8994/12/9/1458

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