Research on Abnormal Traffic Detection in Industrial Control Network Based on CVAE-CatBoost

For the detection of abnormal traffic in Industrial Control Network（ICN），a new abnormal traffic detection model based on Conditional Variational Autoencoder（CVAE） and the Categorical Features Gradient Boosting（CatBoost） algorithm is proposed to address the problems of unbalanced data distribution an...

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Bibliographic Details

Published in:	Ji suan ji gong cheng Vol. 49; no. 5; pp. 173 - 180
Main Author:	ZHANG Zixuan, ZONG Xuejun, HE Kan, LIAN Lian
Format:	Journal Article
Language:	Chinese English
Published:	Editorial Office of Computer Engineering 01.05.2023
Subjects:	industrial control network（icn）|anomaly detection|data imbalance|conditional variational autoencoder（cvae）|catboost algorithm
ISSN:	1000-3428
Online Access:	Get full text
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