Using feature selection for intrusion detection system.
Ammar AlazabMichael HobbsJemal H. AbawajyMoutaz AlazabPublished in: ISCIT (2012)
Keyphrases
- intrusion detection system
- feature selection
- intrusion detection
- network security
- computer networks
- anomaly detection
- distributed intrusion detection
- network traffic
- network intrusion detection
- text categorization
- attack detection
- feature space
- machine learning
- unsupervised learning
- feature set
- dimensionality reduction
- feature extraction
- computer systems
- text classification
- alert correlation
- model selection
- pattern recognition
- feature subset
- data mining techniques
- information systems
- cyber security
- network traffic data
- normal behavior
- intrusion prevention
- network intrusion detection systems
- misuse detection
- unauthorized access
- data sets
- supervised learning