Generating Privacy-Preserving Process Data with Deep Generative Models.
Keyi LiSen YangTravis M. SullivanRandall S. BurdIvan MarsicPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- generative model
- data privacy
- data sets
- sensitive information
- private data
- privacy sensitive
- vertically partitioned data
- privacy requirements
- private information
- privacy preservation
- original data
- sensitive data
- probabilistic model
- privacy preserving data mining
- privacy concerns
- preserving privacy
- prior knowledge
- training data
- data mining techniques
- distributed data
- record linkage
- data quality
- data analysis
- horizontally partitioned
- pairwise
- data publishing
- privacy guarantees
- data points
- data sources
- horizontally partitioned data
- discriminative learning
- high dimensional data
- decision trees