A Novel Hybrid Data Reduction Strategy and Its Application to Intrusion Detection.
Vitali Herrera-SemenetsOsvaldo Andrés Pérez-GarcíaAndrés Gago AlonsoRaudel Hernández-LeónPublished in: CIARP (2017)
Keyphrases
- intrusion detection
- data reduction
- intrusion detection system
- data mining
- data compression
- anomaly detection
- network security
- network intrusion detection
- feature selection
- classification rules
- network traffic
- preprocessing
- high detection rate
- knowledge discovery
- data analysis
- singular value decomposition
- alert correlation
- rough set theory
- classification accuracy
- model selection
- network attacks
- detecting anomalous
- network intrusions
- high dimensionality
- face detection
- genetic programming
- support vector
- database systems