Network Intrusion Detection Based on Random Forest and Support Vector Machine.
Ya-Ping ChangWei LiZhongming YangPublished in: CSE/EUC (1) (2017)
Keyphrases
- random forest
- network intrusion detection
- support vector machine
- intrusion detection
- anomaly detection
- network intrusion
- random forests
- decision trees
- multi class
- feature set
- svm classifier
- intrusion detection system
- fold cross validation
- fraud detection
- network traffic
- training data
- ensemble classifier
- support vector
- feature vectors
- ensemble methods
- support vector machine svm
- multi label
- feature selection
- machine learning
- training set
- knn
- feature space
- decision tree learning algorithms
- text categorization
- k nearest neighbor
- image classification
- nearest neighbor
- classification accuracy
- genetic algorithm