Classification of computer intrusions using functional networks. A comparative study.
Amparo Alonso-BetanzosNoelia Sánchez-MaroñoFélix M. Carballal-FortesJuan A. Suárez-RomeroBeatriz Pérez-SánchezPublished in: ESANN (2007)
Keyphrases
- classification accuracy
- classification systems
- class labels
- machine learning
- feature vectors
- text classification
- decision trees
- feature extraction
- pattern recognition
- preprocessing
- classification scheme
- feature selection
- classification process
- supervised classification
- classification method
- machine learning algorithms
- intrusion detection
- computer systems
- training set
- svm classifier
- decision rules
- classification algorithm
- machine learning methods
- classification rules
- benchmark data sets
- automatic classification
- object classification
- feature space
- computer programming