Use of subword tokenization for domain generation algorithm classification

Use of subword tokenization for domain generation algorithm classification

Abstract Domain name generation algorithm (DGA) classification is an essential but challenging problem. Both feature-extracting machine learning (ML) methods and deep learning (DL) models such as convolutional neural networks and long short-term memory have been developed. However, the performance o...

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Bibliographic Details
Main Authors: Sea Ran Cleon Liew, Ngai Fong Law
Format: Article
Language:English
Published: SpringerOpen 2023-09-01
Series:Cybersecurity
Subjects:
Botnet detection
Domain names
Network security
Machine learning-based botnet detection
Online Access:https://doi.org/10.1186/s42400-023-00183-8

Internet

https://doi.org/10.1186/s42400-023-00183-8

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