Intrusion Detection Method of Multi-channel Autoencoder Deep Learning

Intrusion Detection Method of Multi-channel Autoencoder Deep Learning

Aiming at the shortcomings of the existing intrusion detection methods in detection accuracy and false alarm rate, an intrusion detection method of multi-channel autoencoder deep learning is proposed. The method is divided into two stages: unsupervised learning and supervised learning. Firstly, two...

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Bibliographic Details
Main Author: YANG Jie, TANG Yachun, TAN Daojun, LIU Xiaobing
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2020-12-01
Series:Jisuanji kexue yu tansuo
Subjects:
intrusion detection
autoencoder
deep learning
multi-channel
genetic algorithm (ga)
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2485.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2485.shtml

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