Network Intrusion Detection Model Based on PCA + ADASYN and XGBoost.
Leilei PanXiaolan XiePublished in: EBIMCS (2020)
Keyphrases
- network intrusion detection
- principal component analysis
- intrusion detection
- network intrusion
- anomaly detection
- artificial immune
- fraud detection
- intrusion detection system
- network anomaly detection
- network traffic data
- network traffic
- principal components analysis
- principal components
- dimensionality reduction
- feature space
- network attacks
- lightweight
- probabilistic model
- feature extraction
- network intrusions
- text categorization
- computer networks
- database
- data warehouse
- video sequences
- face recognition
- information retrieval
- real world