Intrusion detection in computer networks by a modular ensemble of one-class classifiers.
Giorgio GiacintoRoberto PerdisciMauro Del RioFabio RoliPublished in: Inf. Fusion (2008)
Keyphrases
- computer networks
- intrusion detection
- intrusion detection system
- network intrusion detection
- network traffic
- network security
- anomaly detection
- network intrusion
- high detection rate
- communication networks
- network management
- ensemble methods
- network monitoring
- information security
- network intrusions
- data mining
- detecting anomalous
- ensemble learning
- cyber security
- network attacks
- training data
- data mining techniques
- misuse detection
- computer systems
- alert correlation
- training set
- intrusion prevention
- database
- computer network security
- cyber attacks
- fraud detection
- data warehouse
- active learning
- association rules
- metadata
- information systems
- learning algorithm
- real world