Improving the Performance of Machine Learning-Based Network Intrusion Detection Systems on the UNSW-NB15 Dataset

Networks are exposed to an increasing number of cyberattacks due to their vulnerabilities. So, cybersecurity strives to make networks as safe as possible, by introducing defense systems to detect any suspicious activities. However, firewalls and classical intrusion detection systems (IDSs) suffer fr...

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Detalles Bibliográficos
Autores principales: Moualla, Soulaiman, Khorzom, Khaldoun, Jafar, Assef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8221886/
https://www.ncbi.nlm.nih.gov/pubmed/34220999
http://dx.doi.org/10.1155/2021/5557577

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8221886/
https://www.ncbi.nlm.nih.gov/pubmed/34220999
http://dx.doi.org/10.1155/2021/5557577

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