Ensemble learning techniques for intrusion detection system in the context of cybersecurity.
Andricson Abeline MoreiraCarlos Alexandre Carvalho TojeiroCarlos J. ReisGustavo Henrique MassaroIgor Andrade BritoKelton A. P. da CostaPublished in: CoRR (2022)
Keyphrases
- ensemble learning
- intrusion detection system
- intrusion detection
- generalization ability
- anomaly detection
- distributed intrusion detection
- ensemble methods
- network traffic
- base classifiers
- random forest
- change detection
- feature selection
- concept drift
- machine learning
- mutual subspace method
- data sets
- data mining techniques
- data management
- object recognition
- pattern recognition