Fast Feature Reduction in intrusion detection datasets
Shafigh ParsazadEhsan SabooriAmin AllahyarPublished in: CoRR (2013)
Keyphrases
- intrusion detection
- feature reduction
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- network traffic
- rough sets
- random forest
- detecting anomalous
- text categorization
- reduction method
- network intrusions
- data mining
- classification accuracy
- benchmark datasets
- linear discriminant analysis
- support vector machine
- feature extraction
- feature selection
- alert correlation
- network attacks
- unsupervised learning
- feature set
- principal component analysis
- fuzzy logic
- computer vision
- information retrieval