Network Anomaly Traffic Classification and Optimization Based on PSO-SVM.
Jianhua HuangJianhe ZhouZhe WangQuanliang wangYong PengPublished in: AIAM (2020)
Keyphrases
- network traffic
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- svm classifier
- svm classification
- generalization ability
- global optimization
- classification accuracy
- improves the classification accuracy
- optimization algorithm
- feature selection
- classification method
- feature space
- kernel machines
- particle swarm optimizer
- machine learning
- feature vectors
- multi class svm
- particle swarm optimization
- text classification
- anomaly detection
- pattern recognition
- optimization problems
- training set
- knn
- particle swarm optimization pso
- traffic data
- multi class classification
- internet traffic
- traffic patterns
- multi objective
- traffic engineering
- multi class
- traffic load
- origin destination
- kernel function
- ddos attacks
- neural network
- fuzzy support vector machine
- network resources
- cost sensitive
- intrusion detection system
- network structure
- fitness function
- metaheuristic
- intrusion detection
- image classification
- feature extraction