Securing Databases from Probabilistic Inference.
Marco GuarnieriSrdjan MarinovicDavid A. BasinPublished in: CSF (2017)
Keyphrases
- probabilistic inference
- databases
- graphical models
- weighted model counting
- conditional probabilities
- belief networks
- influence diagrams
- approximate inference
- context specific independence
- efficient inference
- bayesian belief networks
- bayesian networks
- message passing
- probabilistic reasoning
- bucket elimination
- variable elimination
- data sets
- exact inference
- probabilistic model
- relational databases
- junction tree
- domain knowledge
- similarity measure
- feature selection