Dimensionality reduction of hybrid data using mutual information-based unsupervised feature transformation: With application on intrusion detection.
Min WeiRosa H. M. ChanPublished in: INDIN (2015)
Keyphrases
- intrusion detection
- data mining techniques
- data sets
- data sources
- dimensionality reduction
- anomaly detection
- computer systems
- high dimensional data
- training data
- unsupervised learning
- feature extraction
- data analysis
- intrusion detection system
- detecting anomalous
- network security
- input space
- network traffic
- image registration
- data points
- clustering algorithm