DGA Domain Name Classification Method Based on Long Short-Term Memory with Attention Mechanism

DGA Domain Name Classification Method Based on Long Short-Term Memory with Attention Mechanism

Currently, many cyberattacks use the Domain Generation Algorithm (DGA) to generate random domain names, so as to maintain communication with the Communication and Control (C&C) server. Discovering DGA domain names in advance could help to detect attacks and response in time. However, in rece...

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Bibliographic Details
Main Authors: Yanchen Qiao, Bin Zhang, Weizhe Zhang, Arun Kumar Sangaiah, Hualong Wu
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Applied Sciences
Subjects:
security
dga classification
attention mechanism
lstm
Online Access:https://www.mdpi.com/2076-3417/9/20/4205

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