A Hybrid Dimensionality Reduction for Network Intrusion Detection.
Humera GhaniShahram SalekzamankhaniBal S. VirdeePublished in: J. Cybersecur. Priv. (2023)
Keyphrases
- network intrusion detection
- dimensionality reduction
- intrusion detection
- anomaly detection
- network intrusion
- artificial immune
- intrusion detection system
- fraud detection
- network traffic
- high dimensional data
- network traffic data
- low dimensional
- feature extraction
- high dimensional
- network intrusions
- network anomaly detection
- data points
- network attacks
- unsupervised learning
- principal component analysis
- computer networks
- pattern recognition
- feature selection
- lightweight
- data model
- reinforcement learning
- decision trees
- learning algorithm
- data sets