Improving Effectiveness of Intrusion Detection by Correlation Feature Selection.
Hai NguyenKatrin FrankeSlobodan PetrovicPublished in: ARES (2010)
Keyphrases
- intrusion detection
- feature selection
- alert correlation
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- network traffic
- information security
- high detection rate
- computer security
- detecting anomalous
- artificial immune
- data mining
- multi class
- cyber security
- credit card fraud detection
- network attacks
- network traffic data
- false positives and false negatives
- network intrusions
- network intrusion
- feature space
- support vector
- model selection
- text classification
- dimensionality reduction
- classification accuracy
- learning algorithm