Approach Based Ensemble Methods for Better and Faster Intrusion Detection.
Emna BahriNouria HarbiHoa Nguyen HuuPublished in: CISIS (2011)
Keyphrases
- intrusion detection
- ensemble methods
- intrusion detection system
- prediction accuracy
- machine learning methods
- anomaly detection
- decision trees
- benchmark datasets
- random forests
- ensemble learning
- network security
- network traffic
- base classifiers
- detecting anomalous
- high detection rate
- base learners
- data mining
- data mining techniques
- network intrusion detection
- computer networks
- intrusion prevention
- feature subset
- multiple models
- bootstrap sampling
- data sets
- network intrusion
- naive bayes
- probabilistic model
- training data
- neural network
- network intrusions
- databases