Hybrid Model for Improving the Classification Effectiveness of Network Intrusion Detection.
Vibekananda DuttaMichal ChorasRafal KozikMarek PawlickiPublished in: CISIS (2020)
Keyphrases
- hybrid model
- network intrusion detection
- support vector machine svm
- anomaly detection
- intrusion detection
- support vector machine
- network anomaly detection
- network intrusion
- artificial neural networks
- machine learning
- support vector regression
- image classification
- classification accuracy
- fraud detection
- feature space
- artificial immune
- multi class
- back propagation neural network
- feature extraction
- cost sensitive
- decision trees
- pattern recognition
- intrusion detection system
- model selection
- text classification
- dimensionality reduction
- network traffic
- training set
- data mining