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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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Bibliografiset tiedot
Julkaisussa:Comput Intell Neurosci
Päätekijät: Moualla, Soulaiman, Khorzom, Khaldoun, Jafar, Assef
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Hindawi 2021
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC8221886/
https://ncbi.nlm.nih.gov/pubmed/34220999
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2021/5557577
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