CPDGA: foresee future DGA using proactive conformal propagation

CPDGA: foresee future DGA using proactive conformal propagation

Attackers dynamically register domain names through the domain generation algorithm (DGA) to support malware activities. The continuous evolution of malicious domain names leads to the phenomenon of concept drift, rendering the existing detection techniques based on continual learning models less ef...

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Bibliographic Details
Main Authors: LIU Shuangshuang, WANG Zhi, DONG Yimeng, LI Wanpeng
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2025-06-01
Series:Tongxin xuebao
Subjects:
domain generation algorithm
concept drift
conformal prediction
conformal clustering
adversarial model
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2025106/
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