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On the Impact of Network Data Balancing in Cybersecurity Applications

Machine learning methods are now widely used to detect a wide range of cyberattacks. Nevertheless, the commonly used algorithms come with challenges of their own - one of them lies in network dataset characteristics. The dataset should be well-balanced in terms of the number of malicious data sample...

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Detalhes bibliográficos
Publicado no:Computational Science – ICCS 2020
Main Authors: Pawlicki, Marek, Choraś, Michał, Kozik, Rafał, Hołubowicz, Witold
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7303680/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-50423-6_15
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