Ensemble network traffic classification: Algorithm comparison and novel ensemble scheme proposal.
Santiago Egea GómezBelén Carro MartínezAntonio Sánchez-EsguevillasLuis Hernández-CallejoPublished in: Comput. Networks (2017)
Keyphrases
- classification algorithm
- network traffic
- classifier ensemble
- training set
- learning algorithm
- intrusion detection
- anomaly detection
- ensemble methods
- neural network
- naive bayes
- base classifiers
- training data
- k nearest neighbor
- class labels
- intrusion detection system
- support vector machine
- knn
- concept drift
- feature selection
- traffic data
- network traffic data
- network bandwidth
- accurate classification
- detecting anomalous
- computer systems
- server load
- internet traffic
- network intrusion detection
- image processing
- learning process
- prior knowledge
- small number