Using Bayesian Networks for Probabilistic Identification of Zero-Day Attack Paths.
Xiaoyan SunJun DaiPeng LiuAnoop SinghalJohn YenPublished in: IEEE Trans. Inf. Forensics Secur. (2018)
Keyphrases
- bayesian networks
- posterior probability
- conditional probabilities
- probabilistic model
- probabilistic reasoning
- learning bayesian networks
- expert knowledge
- probabilistic inference
- probabilistic knowledge
- incomplete data
- conditional independence
- structure learning
- generative model
- causal networks
- random variables
- probability distribution
- countermeasures
- graphical models
- hidden variables
- bayesian network classifiers
- variable elimination
- probabilistic modeling
- markov networks
- exact inference
- path length
- complex domains
- automatic identification
- optimal path
- shortest path
- naive bayes
- data driven
- wireless sensor networks