Network Intrusion Detection Model Based on CNN and GRU

Network Intrusion Detection Model Based on CNN and GRU

A network intrusion detection model that fuses a convolutional neural network and a gated recurrent unit is proposed to address the problems associated with the low accuracy of existing intrusion detection models for the multiple classification of intrusions and low accuracy of class imbalance data...

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Bibliographic Details
Main Authors: Bo Cao, Chenghai Li, Yafei Song, Yueyi Qin, Chen Chen
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
convolutional neural network
gated recurrent unit
intrusion detection
data balancing
feature selection
Online Access:https://www.mdpi.com/2076-3417/12/9/4184

Internet

https://www.mdpi.com/2076-3417/12/9/4184

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