Classification of IDS Alerts with Data Mining Techniques.
Hany Nashat GabraAyman M. Bahaa EldinHuda KorashyPublished in: CoRR (2014)
Keyphrases
- intrusion detection system
- data mining techniques
- intrusion detection
- classification accuracy
- automatic classification
- data mining algorithms
- feature extraction
- pattern recognition
- classification process
- anomaly detection
- decision trees
- classification method
- knowledge discovery
- pattern classification
- data mining
- databases
- classification algorithm
- data mining and machine learning
- classification rules
- data mining applications
- supervised classification
- classification models
- classification scheme
- support vector machine svm
- database
- image classification
- feature selection
- feature space
- alert correlation
- neural network
- classification systems
- support vector
- preprocessing
- historical data
- microarray
- nearest neighbor
- rough sets
- text classification
- web mining
- class labels