DGA malicious domain name identification based on XGBoost and particle swarm optimization algorithm

DGA malicious domain name identification based on XGBoost and particle swarm optimization algorithm

Domain generation algorithms (DGA) have become a common method of network attacks. To enhance the detection capability for DGA malicious domains, a method for malicious domain identification based on XGBoost and particle swarm optimization (PSO) algorithms was proposed. Firstly, using cross-validati...

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Bibliographic Details
Main Authors: CHEN Zesheng, ZHOU Min, FENG Lichun, CHEN Weijie
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2024-11-01
Series:Tongxin xuebao
Subjects:
domain generation algorithm
XGBoost
particle swarm optimization
feature selection
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024237/
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