An Imbalanced Generative Adversarial Network-Based Approach for Network Intrusion Detection in an Imbalanced Dataset

In modern networks, a Network Intrusion Detection System (NIDS) is a critical security device for detecting unauthorized activity. The categorization effectiveness for minority classes is limited by the imbalanced class issues connected with the dataset. We propose an Imbalanced Generative Adversari...

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Detalles Bibliográficos
Autores principales: Rao, Yamarthi Narasimha, Suresh Babu, Kunda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9824750/
https://www.ncbi.nlm.nih.gov/pubmed/36617148
http://dx.doi.org/10.3390/s23010550

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9824750/
https://www.ncbi.nlm.nih.gov/pubmed/36617148
http://dx.doi.org/10.3390/s23010550

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