Data Mining Based Technique for IDS Alerts Classification
Hany Nashat GabraAyman M. Bahaa EldinHoda K. MohamedPublished in: CoRR (2012)
Keyphrases
- data mining
- intrusion detection
- intrusion detection system
- pattern recognition
- data preprocessing
- machine learning
- classification method
- decision trees
- knowledge discovery
- classification scheme
- cluster analysis
- classification accuracy
- decision support
- real world
- decision rules
- automatic classification
- classification systems
- rule discovery
- data preparation
- feature vectors
- data sets
- support vector
- support vector machine
- pattern discovery
- support vector machine svm
- rule induction
- feature extraction
- feature selection
- data mining techniques
- rough sets
- data mining algorithms
- classification algorithm
- supervised learning
- class labels
- image classification
- feature space
- data analysis