Ensemble learning utilising feature pairings for intrusion detection.
Michael MillikenYaxin BiLeo GalwayGlenn I. HawePublished in: WorldCIS (2015)
Keyphrases
- intrusion detection
- ensemble learning
- intrusion detection system
- anomaly detection
- generalization ability
- ensemble methods
- network intrusion detection
- network traffic
- network security
- random forest
- base classifiers
- detecting anomalous
- data mining
- feature set
- feature vectors
- data sets
- feature selection
- computer vision
- non stationary
- pattern recognition
- decision trees
- concept drift
- learning algorithm