Network Intrusion Detection Algorithm Combined with Group Convolution Network and Snapshot Ensemble

Network Intrusion Detection Algorithm Combined with Group Convolution Network and Snapshot Ensemble

In order to adapt to the rapid development of network technology and network security detection in different scenarios, the generalization ability of the classifier needs to be further improved and has the ability to detect unknown attacks. However, the generalization ability of a single classifier...

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Bibliographic Details
Main Authors: Aili Wang, Wenya Wang, Huaming Zhou, Jian Zhang
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Symmetry
Subjects:
intrusion detection
class imbalance
convolution neural network
group convolution
snapshot ensemble
Online Access:https://www.mdpi.com/2073-8994/13/10/1814

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