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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Public Library of Science
2023
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| Materias: | |
| 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 |