Improving Effectiveness of Intrusion Detection by Correlation Feature Selection.
Hai Thanh NguyenKatrin FrankeSlobodan PetrovicPublished in: Int. J. Mob. Comput. Multim. Commun. (2011)
Keyphrases
- intrusion detection
- feature selection
- alert correlation
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- detecting anomalous
- network traffic
- data mining
- high detection rate
- information security
- artificial immune
- network intrusion
- network attacks
- false positives and false negatives
- network traffic data
- support vector
- intrusion detection and prevention
- network intrusions
- data sets
- machine learning
- cyber security
- classification accuracy
- multi class
- data mining techniques
- feature extraction
- security vulnerabilities
- fraud detection
- knn
- computer systems
- model selection