Enhancing network based intrusion detection for imbalanced data.
Vegard EngenJonathan VincentKeith PhalpPublished in: Int. J. Knowl. Based Intell. Eng. Syst. (2008)
Keyphrases
- intrusion detection
- imbalanced data
- intrusion detection system
- anomaly detection
- network traffic
- feature selection
- network intrusion detection
- ensemble methods
- class distribution
- support vector machine
- network security
- linear regression
- data mining
- classification models
- sampling methods
- class imbalance
- ensemble classifier
- random forest
- detecting anomalous
- data sets
- training data
- decision trees
- svm classifier
- fraud detection
- random sampling
- machine learning
- learning algorithm
- object recognition
- pairwise
- object detection