CSK-CNN: Network Intrusion Detection Model Based on Two-Layer Convolution Neural Network for Handling Imbalanced Dataset

In computer networks, Network Intrusion Detection System (NIDS) plays a very important role in identifying intrusion behaviors. NIDS can identify abnormal behaviors by analyzing network traffic. However, the performance of classifier is not very good in identifying abnormal traffic for minority clas...

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Detalhes bibliográficos

Principais autores:	Jiaming Song, Xiaojuan Wang, Mingshu He, Lei Jin
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-02-01
Colecção:	Information
Assuntos:	network intrusion detection class imbalance convolutional neural network Cluster-SMOTE
Acesso em linha:	https://www.mdpi.com/2078-2489/14/2/130
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