Bayesian-Networks-Based Misuse and Anomaly Prevention System.
Pablo García BringasYoseba K. PenyaStefano ParaboschiPaolo SalvaneschiPublished in: ICEIS (2) (2008)
Keyphrases
- bayesian networks
- anomaly detection
- intrusion detection
- intrusion detection system
- anomalous behavior
- detecting anomalies
- learning bayesian networks
- conditional independence
- inference in bayesian networks
- probabilistic inference
- probabilistic reasoning
- probability distribution
- bayesian network classifiers
- naive bayes
- probabilistic model
- network traffic
- hidden variables
- bayesian network structure
- graphical models
- conditional probabilities
- bayesian network inference
- structure learning
- countermeasures
- bayesian network learning
- multiply sectioned bayesian networks
- probabilistic modeling
- causal relationships
- network security
- bayesian belief networks
- personal data
- incomplete data
- detect anomalies
- expert knowledge
- random variables
- unsupervised learning
- data sets