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...

Volledige beschrijving

Bibliografische gegevens

Hoofdauteurs:	Jiaming Song, Xiaojuan Wang, Mingshu He, Lei Jin
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	MDPI AG 2023-02-01
Reeks:	Information
Onderwerpen:	network intrusion detection class imbalance convolutional neural network Cluster-SMOTE
Online toegang:	https://www.mdpi.com/2078-2489/14/2/130
Tags:	Voeg label toe Geen labels, Wees de eerste die dit record labelt!