An Improved Network Traffic Classification Model Based on a Support Vector Machine.
Jie CaoDa WangZhaoyang QuHongyu SunBin LiChin-Ling ChenPublished in: Symmetry (2020)
Keyphrases
- network traffic
- support vector machine
- support vector machine svm
- svm classifier
- intrusion detection
- feature vectors
- support vector
- classification algorithm
- decision trees
- network monitoring
- anomaly detection
- computer networks
- machine learning
- intrusion detection system
- network security
- traffic analysis
- detecting anomalous
- training set
- network bandwidth
- traffic volume
- feature selection
- traffic data
- pattern recognition
- feature extraction
- reinforcement learning
- internet traffic
- network intrusion detection
- feature space
- knn
- text classification
- databases
- real world
- network traffic data
- supervised learning
- information systems
- network resources
- network management
- pairwise
- multi class