App-DDoS detection method based on K-means multiple principal component analysis

App-DDoS detection method based on K-means multiple principal component analysis

Aiming at the application layer distributed deny of service(App-DDoS) attacks, a K-means multiple principal component analysis algorithm(KMPCAA) utilizing the Web log mining was proposed, then an App-DDoS detection method based on KMPCAA was presented. Firstly, a statistical properties feature extra...

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Bibliographic Details
Main Authors: Hong-yu YANG, Yuan CHANG
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2014-05-01
Series:Tongxin xuebao
Subjects:
application layer
network attack
principal component analysis
means clustering
log
Online Access:http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.05.003/
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http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2014.05.003/

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