Support vector data description with kernel density estimation (SVDD-KDE) control chart for network intrusion monitoring

Multivariate control charts have been applied in many sectors. One of the sectors that employ this method is network intrusion detection. However, the issue arises when the conventional control chart faces difficulty monitoring the network-traffic data that do not follow a normal distribution as req...

Descripción completa

Detalles Bibliográficos
Autores principales: Ahsan, Muhammad, Khusna, Hidayatul, Wibawati, Lee, Muhammad Hisyam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628185/
https://www.ncbi.nlm.nih.gov/pubmed/37932421
http://dx.doi.org/10.1038/s41598-023-46719-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10628185/
https://www.ncbi.nlm.nih.gov/pubmed/37932421
http://dx.doi.org/10.1038/s41598-023-46719-3

Ejemplares similares