Performance Analysis of Decision Tree for Intrusion Detection with Reduced DARPA Offline Feature Sets.
Behrouz Minaei-BidgoliHadi Shahriar ShahhoseiniMorteza AnalouiMohammad Hossein RezvaniPublished in: IMECS (2007)
Keyphrases
- intrusion detection
- feature set
- decision trees
- random forest
- intrusion detection system
- classification models
- feature selection
- anomaly detection
- network security
- network traffic
- feature extraction
- network intrusion detection
- network intrusion
- feature space
- classification accuracy
- high detection rate
- feature vectors
- information security
- feature types
- computer networks
- detecting anomalous
- artificial immune
- machine learning
- alert correlation
- naive bayes
- data mining
- page layout analysis
- feature subset
- data mining techniques
- pattern recognition
- training data
- maximum likelihood
- computer vision
- data sets
- database