A Feature Analysis Based Identifying Scheme Using GBDT for DDoS with Multiple Attack Vectors

A Feature Analysis Based Identifying Scheme Using GBDT for DDoS with Multiple Attack Vectors

In recent years, distributed denial of service (DDoS) attacks have increasingly shown the trend of multiattack vector composites, which has significantly improved the concealment and success rate of DDoS attacks. Therefore, improving the ubiquitous detection capability of DDoS attacks and accurately...

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Bibliographic Details
Main Authors: Jian Zhang, Qidi Liang, Rui Jiang, Xi Li
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Applied Sciences
Subjects:
traffic characteristics
ddos detection
feature selection
gbdt algorithm
attack feature tree
Online Access:https://www.mdpi.com/2076-3417/9/21/4633

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