Research on Network Attack Traffic Detection HybridAlgorithm Based on UMAP-RF

Research on Network Attack Traffic Detection HybridAlgorithm Based on UMAP-RF

Network attack traffic detection plays a crucial role in protecting network operations and services. To accurately detect malicious traffic on the internet, this paper designs a hybrid algorithm UMAP-RF for both binary and multiclassification network attack detection tasks. First, the network traffi...

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Bibliographic Details
Main Authors: Xiaoyu Du, Cheng Cheng, Yujing Wang, Zhijie Han
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Algorithms
Subjects:
internet
cyber attack
random forest
UMAP
machine learning
Online Access:https://www.mdpi.com/1999-4893/15/7/238

Internet

https://www.mdpi.com/1999-4893/15/7/238

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