Multitier ensemble classifiers for malicious network traffic detection

Multitier ensemble classifiers for malicious network traffic detection

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A malicious network traffic detection method based on multi-level distributed ensemble classifier was proposed for the problem that the attack model was not trained accurately due to the lack of some samples of attack steps for detecting attack in the current network big data environment,as well as...

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Bibliographic Details
Main Authors: Jie WANG, Lili YANG, Min YANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2018-10-01
Series:Tongxin xuebao
Subjects:
malicious network traffic;attack detection;attack phase;network flow clustering;ensemble classifier
Online Access:http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2018224
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