Iterative-tuning support vector machine for network traffic classification.
Yang HongChangcheng HuangBiswajit NandyNabil SeddighPublished in: IM (2015)
Keyphrases
- network traffic
- support vector machine
- svm classifier
- support vector machine svm
- support vector
- intrusion detection
- anomaly detection
- feature vectors
- network security
- classification algorithm
- traffic analysis
- intrusion detection system
- multi class
- traffic data
- training set
- feature selection
- machine learning
- network intrusion detection
- pattern recognition
- computer networks
- network monitoring
- feature extraction
- network management
- network resources
- decision trees
- network bandwidth
- supervised learning
- internet traffic
- high dimensional
- real world
- traffic volume
- long range dependence
- traffic patterns
- training data
- data mining