Network Traffic Classification Using Ensemble Learning in Software-Defined Networks.
Won-Ju EomYeong-Jun SongChang Hoon ParkJeong-Keun KimGeon-Hwan KimYou-Ze ChoPublished in: ICAIIC (2021)
Keyphrases
- network traffic
- ensemble learning
- generalization ability
- internet traffic
- network resources
- intrusion detection
- ensemble classifier
- weak learners
- anomaly detection
- ensemble methods
- intrusion detection system
- decision trees
- feature selection
- support vector machine svm
- supervised learning
- support vector machine
- classification accuracy
- computer systems
- feature vectors
- random forest
- unsupervised learning
- stream data
- feature extraction
- learning algorithm
- classification algorithm
- benchmark datasets
- text classification
- image classification
- data streams
- pattern recognition
- support vector
- model selection
- base classifiers
- principal component analysis
- semi supervised
- multi class
- machine learning