DataSynthesizer: Privacy-Preserving Synthetic Datasets.
Haoyue PingJulia StoyanovichBill HowePublished in: SSDBM (2017)
Keyphrases
- synthetic datasets
- privacy preserving
- real life
- experimental study
- real dataset
- privacy preserving data mining
- synthetic data
- real world
- vertically partitioned data
- privacy preservation
- multi party
- record linkage
- privacy concerns
- sensitive information
- private information
- privacy sensitive
- preserving privacy
- horizontally partitioned data
- private data
- differential privacy
- data privacy
- privacy protection
- original data
- data perturbation
- scalar product
- privacy preserving association rule mining
- data sets
- nearest neighbor
- privacy preserving classification
- sensitive data
- partitioned data