A Novel Attack Graph Posterior Inference Model Based on Bayesian Network.
Shaojun ZhangShanshan SongPublished in: J. Information Security (2011)
Keyphrases
- bayesian networks
- attack graph
- posterior probability
- probabilistic inference
- attack graphs
- probability distribution
- bayesian network inference
- probabilistic model
- inference in bayesian networks
- probabilistic reasoning
- exact inference
- enterprise network
- parameter learning
- probabilistic networks
- dynamic bayesian networks
- graphical models
- structure learning
- posterior distribution
- markov chain monte carlo
- conditional probabilities
- alert correlation
- network configuration
- bayesian framework
- bayesian inference
- dynamic programming
- belief networks
- approximate inference
- junction tree
- real time
- random variables
- decision making