Rule extraction from neural networks for intrusion detection in computer networks.
Alexander HofmannCarsten SchmitzBernhard SickPublished in: SMC (2003)
Keyphrases
- rule extraction
- computer networks
- intrusion detection
- intrusion detection system
- neural network
- network traffic
- network security
- trained neural networks
- rough sets
- black box
- rough set theory
- fuzzy rules
- anomaly detection
- network intrusion detection
- association rules
- network management
- classification rules
- rule sets
- feature selection
- data mining techniques
- decision rules
- communication networks
- information security
- detecting anomalous
- active learning
- rule induction
- network attacks
- real time
- data analysis
- data mining
- database
- fuzzy logic
- artificial neural networks
- feature space
- genetic algorithm
- cyber security
- network monitoring
- information retrieval
- back propagation
- high dimensional
- expert systems
- pattern recognition
- feature extraction
- computer vision