Online One-class Classification for Intrusion Detection Based on the Mahalanobis Distance.
Patric NaderPaul HoneinePierre BeauseroyPublished in: ESANN (2015)
Keyphrases
- intrusion detection
- mahalanobis distance
- intrusion detection system
- anomaly detection
- network traffic
- network security
- network intrusion detection
- euclidean distance
- noise model
- covariance matrix
- high detection rate
- data mining
- metric learning
- detecting anomalous
- network intrusions
- data distribution
- alert correlation
- distance metric
- databases
- network attacks
- probabilistic model
- genetic algorithm