Introducing a Classification Model Based on SVM for Network Intrusion Detection.
Ghodratolah DastfalSamad NejatianHamid ParvinVahideh RezaiePublished in: MICAI (1) (2017)
Keyphrases
- network intrusion detection
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- svm classifier
- classification method
- generalization ability
- intrusion detection
- feature selection
- training set
- feature vectors
- svm classification
- machine learning
- image classification
- pattern recognition
- anomaly detection
- multi class classification
- network anomaly detection
- classification accuracy
- feature extraction
- fraud detection
- k nearest neighbor
- knn
- feature space
- artificial immune
- network intrusion
- intrusion detection system
- cost sensitive
- model selection
- data sets
- network traffic
- text mining
- supervised learning
- multi class
- information systems
- learning algorithm
- data mining