Improved Bayesian network differential privacy data-releasing method based on junction tree.
Xuebin MaXuejian QiYulei MengTao YangPublished in: COMPSAC (2023)
Keyphrases
- differentially private
- bayesian networks
- incomplete data
- data sets
- private data
- junction tree
- differential privacy
- input data
- privacy guarantees
- probabilistic inference
- data sources
- data quality
- missing values
- latent variables
- decision problems
- information loss
- high dimensional data
- data mining techniques
- probability distribution
- pairwise