A Behavior-Based Intrusion Detection System Using Ensemble Learning Techniques.
Vincenzo AgateFelice Maria D'AnnaAlessandra De PaolaPierluca FerraroGiuseppe Lo ReMarco MoranaPublished in: ITASEC (2022)
Keyphrases
- ensemble learning
- intrusion detection system
- intrusion detection
- network security
- anomaly detection
- ensemble methods
- distributed intrusion detection
- generalization ability
- network traffic
- random forest
- feature selection
- data mining techniques
- computer systems
- multiple models
- mutual subspace method
- benchmark datasets
- data management
- base classifiers
- concept drift
- pattern recognition
- prediction accuracy
- multi class
- support vector machine
- prior knowledge
- data mining