Bayesian Networks with Prior Knowledge for Malware Phylogenetics.
Diane OyenBlake AndersonChristine M. Anderson-CookPublished in: AAAI Workshop: Artificial Intelligence for Cyber Security (2016)
Keyphrases
- bayesian networks
- prior knowledge
- expert knowledge
- learning bayesian networks
- structure learning
- conditional independence
- conditional probabilities
- generative model
- prior information
- parameter learning
- probability distribution
- domain knowledge
- dynamic analysis
- bayesian network structure
- graphical models
- reverse engineering
- probabilistic model
- inference in bayesian networks
- malware detection
- probabilistic reasoning
- bayesian network learning
- bayesian framework
- random variables
- detect malicious
- incomplete data
- junction tree
- complex domains
- learning algorithm
- training data