Minimal dataset for Network Intrusion Detection Systems via dimensionality reduction.
Jean-Pierre NzigaPublished in: ICDIM (2011)
Keyphrases
- dimensionality reduction
- network intrusion detection systems
- intrusion detection
- intrusion detection system
- high dimensional data
- feature space
- network intrusion
- data representation
- low dimensional
- principal component analysis
- high dimensionality
- high dimensional
- data processing
- benchmark datasets
- linear discriminant analysis
- structure preserving
- principal components
- cost sensitive
- network security
- probabilistic model
- information systems