Extreme minority class detection in imbalanced data for network intrusion.
Marija S. MilosevicVladimir M. CiricPublished in: Comput. Secur. (2022)
Keyphrases
- imbalanced data
- minority class
- majority class
- class imbalance
- imbalanced data sets
- class distribution
- imbalanced datasets
- support vector machine
- linear regression
- ensemble methods
- sampling methods
- random forest
- feature selection
- ensemble classifier
- classification models
- ensemble learning
- original data
- svm classifier
- decision trees
- data sets
- multi class
- cost sensitive
- misclassification costs
- unsupervised learning
- data mining