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Machine-Learning Approach to Optimize SMOTE Ratio in Class Imbalance Dataset for Intrusion Detection

The KDD CUP 1999 intrusion detection dataset was introduced at the third international knowledge discovery and data mining tools competition, and it has been widely used for many studies. The attack types of KDD CUP 1999 dataset are divided into four categories: user to root (U2R), remote to local (...

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Detalles Bibliográficos
Publicado en:Comput Intell Neurosci
Main Authors: Seo, Jae-Hyun, Kim, Yong-Hyuk
Formato: Artigo
Idioma:Inglês
Publicado: Hindawi 2018
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6236522/
https://ncbi.nlm.nih.gov/pubmed/30515202
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2018/9704672
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