A Few-Shot Learning-Based Siamese Capsule Network for Intrusion Detection with Imbalanced Training Data

Network intrusion detection remains one of the major challenges in cybersecurity. In recent years, many machine-learning-based methods have been designed to capture the dynamic and complex intrusion patterns to improve the performance of intrusion detection systems. However, two issues, including im...

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Detalles Bibliográficos
Autores principales: Wang, Zu-Min, Tian, Ji-Yu, Qin, Jing, Fang, Hui, Chen, Li-Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455190/
https://www.ncbi.nlm.nih.gov/pubmed/34557226
http://dx.doi.org/10.1155/2021/7126913

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8455190/
https://www.ncbi.nlm.nih.gov/pubmed/34557226
http://dx.doi.org/10.1155/2021/7126913

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