Privacy Preserving Synthetic Data Release Using Deep Learning.
Nazmiye Ceren AbayYan ZhouMurat KantarciogluBhavani M. ThuraisinghamLatanya SweeneyPublished in: ECML/PKDD (1) (2018)
Keyphrases
- synthetic data
- deep learning
- privacy preserving
- privacy preserving data mining
- unsupervised learning
- machine learning
- vertically partitioned data
- real image data
- data sets
- privacy preservation
- real world
- horizontally partitioned data
- multi party
- data privacy
- sensitive information
- privacy concerns
- weakly supervised
- private information
- secure multiparty computation
- preserving privacy
- privacy protection
- privacy sensitive
- scalar product
- sensitive data
- privacy preserving association rule mining
- feature selection
- learning strategies
- private data
- privacy issues
- differential privacy
- information retrieval