Fast Feature Reduction in intrusion detection datasets.
Shafigh ParsazadEhsan SabooriAmin AllahyarPublished in: MIPRO (2012)
Keyphrases
- intrusion detection
- feature reduction
- intrusion detection system
- anomaly detection
- network security
- network traffic
- network intrusion detection
- rough sets
- detecting anomalous
- alert correlation
- data mining
- random forest
- intrusion prevention
- network attacks
- reduction method
- classification accuracy
- text categorization
- n gram
- texture segmentation
- feature set
- benchmark datasets
- linear discriminant analysis
- rough set theory
- active learning
- high dimensional
- pairwise
- viterbi algorithm
- feature extraction
- decision trees
- feature selection
- machine learning
- data sets