LIDarknet: Experimenting the Power of Ensemble Learning in the Classification of Network Traffic.
Nabil MarzougKhidhr HalabYounes MammaFadoua KhennouOthmane El MeslouhiPublished in: DASC/PiCom/CBDCom/CyberSciTech (2023)
Keyphrases
- network traffic
- ensemble learning
- generalization ability
- intrusion detection
- ensemble classifier
- weak learners
- ensemble methods
- intrusion detection system
- anomaly detection
- pattern recognition
- classification accuracy
- support vector
- support vector machine svm
- random forest
- feature vectors
- supervised learning
- machine learning
- real world
- concept drift
- image classification
- support vector machine
- decision trees
- feature selection
- data mining
- learning algorithm
- svm classifier
- machine learning methods
- feature space
- base classifiers
- model selection
- class labels
- data sets
- feature set
- neural network