Anomaly Detection from Network Logs Using Diffusion Maps.
Tuomo SipolaAntti JuvonenJoel LehtonenPublished in: EANN/AIAI (1) (2011)
Keyphrases
- anomaly detection
- network traffic
- network anomaly detection
- diffusion maps
- network intrusion
- intrusion detection
- detect anomalies
- network intrusion detection
- anomalous behavior
- detecting anomalies
- intrusion detection system
- network security
- normal behavior
- one class support vector machines
- manifold learning
- intrusion prevention
- action classification
- unsupervised learning
- nonlinear dimensionality reduction
- negative selection algorithm
- statistical learning
- dimensionality reduction
- high dimensional
- pattern recognition
- feature selection