The effectiveness of cost sensitive machine learning algorithms in classifying Zeus flows.
Ahmad AzabPublished in: Int. J. Inf. Comput. Secur. (2022)
Keyphrases
- machine learning algorithms
- cost sensitive
- benchmark data sets
- learning algorithm
- multi class
- machine learning
- cost sensitive learning
- decision trees
- misclassification costs
- machine learning methods
- multiclass classification
- learning problems
- binary classification
- random forests
- naive bayes
- cost sensitive classification
- learning tasks
- active learning
- learning models
- class distribution
- training set
- classification accuracy
- machine learning models
- feature selection
- information extraction
- support vector machine
- class imbalance
- knowledge discovery