Few-Shot network intrusion detection based on prototypical capsule network with attention mechanism

Network intrusion detection plays a crucial role in ensuring network security by distinguishing malicious attacks from normal network traffic. However, imbalanced data affects the performance of intrusion detection system. This paper utilizes few-shot learning to solve the data imbalance problem cau...

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Detalles Bibliográficos
Autores principales: Sun, Handi, Wan, Liang, Liu, Mengying, Wang, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10118191/
https://www.ncbi.nlm.nih.gov/pubmed/37079539
http://dx.doi.org/10.1371/journal.pone.0284632

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10118191/
https://www.ncbi.nlm.nih.gov/pubmed/37079539
http://dx.doi.org/10.1371/journal.pone.0284632

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