Probabilistic reasoning for streaming anomaly detection.
Kevin M. CarterWilliam W. StreileinPublished in: SSP (2012)
Keyphrases
- probabilistic reasoning
- anomaly detection
- streaming data
- bayesian networks
- first order logic
- intrusion detection
- belief networks
- detecting anomalies
- probabilistic inference
- knowledge representation
- constraint satisfaction
- data streams
- network traffic
- anomalous behavior
- intrusion detection system
- network intrusion detection
- network anomaly detection
- logic programming
- unsupervised learning
- one class support vector machines
- genetic algorithm
- data mining
- message passing
- image segmentation
- data sets