Ensemble Learning Approach for Flow-based Intrusion Detection System.
Skhumbuzo ZwanePaul TarwireyiMatthew O. AdigunPublished in: AFRICON (2019)
Keyphrases
- ensemble learning
- intrusion detection system
- intrusion detection
- network security
- distributed intrusion detection
- network traffic
- ensemble methods
- generalization ability
- anomaly detection
- random forest
- computer systems
- mutual subspace method
- unlabeled data
- feature selection
- concept drift
- base classifiers
- learning process
- artificial neural networks
- multiple models
- decision trees