Testing Against Conditional Independence Under Security Constraints.
Sreejith SreekumarDeniz GündüzPublished in: ISIT (2018)
Keyphrases
- conditional independence
- bayesian networks
- random variables
- graphical models
- conditional independencies
- probability distribution
- learning bayesian networks
- structure learning
- structure and parameter learning
- directed acyclic graph
- bayesian network structure
- axiomatic characterization
- causal models
- gaussian model
- information security
- probability theory
- intrusion detection
- statistical independence
- chain graphs
- possibility theory
- probabilistic graphical models
- causal discovery
- probabilistic model
- neural network