Extending Dynamic Bayesian Networks for Anomaly Detection in Complex Logs.
Stephen PauwelsToon CaldersPublished in: CoRR (2018)
Keyphrases
- anomaly detection
- dynamic bayesian networks
- intrusion detection
- detecting anomalies
- bayesian networks
- network intrusion detection
- anomalous behavior
- particle filtering
- network traffic
- approximate inference
- intrusion detection system
- one class support vector machines
- network anomaly detection
- structure learning
- negative selection algorithm
- unsupervised learning
- detect anomalies
- pairwise
- state variables
- visual tracking
- parameter estimation
- text classification
- information extraction
- state space