Making use of NXt to nothing: the effect of class imbalances on DGA detection classifiers.
Arthur DrichelUlrike MeyerSamuel SchüppenDominik TeubertPublished in: ARES (2020)
Keyphrases
- class labels
- multiclass classification
- automatic detection
- classification algorithm
- decision trees
- object detection
- detection algorithm
- detection method
- adaboost classifier
- multi class problems
- class conditional
- training data
- linear discriminant
- discriminative classifiers
- linear svm
- class probabilities
- detection rate
- false positives
- classification trees
- supervised classification
- roc curve
- event detection