Decision-Forest Voting Scheme for Classification of Rare Classes in Network Intrusion Detection.
Jan BrabecLukás MachlicaPublished in: SMC (2018)
Keyphrases
- network intrusion detection
- decision forest
- voting scheme
- majority voting
- anomaly detection
- decision trees
- rare class
- intrusion detection
- training set
- feature extraction
- support vector machine
- support vector machine svm
- ensemble classifier
- classification algorithm
- classification accuracy
- support vector
- text classification
- training samples
- image classification
- classification models
- fraud detection
- feature space
- svm classifier
- feature selection
- machine learning
- model selection
- class labels
- knn
- face recognition
- data mining