IDS alerts classification using knowledge-based evaluation.
Dheeraj GuptaP. S. JoshiA. K. BhattacharjeeR. S. MundadaPublished in: COMSNETS (2012)
Keyphrases
- intrusion detection system
- intrusion detection
- pattern classification
- feature extraction
- pattern recognition
- decision rules
- machine learning
- classification accuracy
- feature space
- support vector machine
- neural network
- evaluation criteria
- machine learning methods
- classification method
- classification systems
- classification algorithm
- alert correlation
- anomaly detection
- decision trees
- feature selection
- class labels
- training samples
- image classification
- multi class
- support vector
- document classification
- object classification
- supervised classification
- classification process
- data sets