Probabilistic Inference Protection on Anonymized Data.
Raymond Chi-Wing WongAda Wai-Chee FuKe WangYabo XuJian PeiPhilip S. YuPublished in: ICDM (2010)
Keyphrases
- probabilistic inference
- anonymized data
- privacy protection
- privacy guarantees
- information loss
- graphical models
- privacy preserving
- bayesian networks
- differential privacy
- data publishing
- conditional probabilities
- belief networks
- weighted model counting
- statistical databases
- data sharing
- message passing
- data quality
- information security
- privacy preserving data mining
- personal data
- private data
- data protection
- categorical data
- sensitive information
- sensitive data
- random variables
- probabilistic model
- decision trees
- third party
- data collection
- training data