On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise.
Lauren ArthurJason CostelloJonathan HardyWill O'BrienJames ReaGareth ReesGeorgi GanevPublished in: CoRR (2023)
Keyphrases
- synthetic data
- privacy preserving
- real world
- privacy issues
- privacy preserving data mining
- multi party
- privacy preservation
- vertically partitioned data
- data sets
- sensitive data
- real image data
- secure multiparty computation
- private information
- preserving privacy
- data privacy
- privacy sensitive
- privacy protection
- record linkage
- horizontally partitioned data
- sensitive information
- privacy preserving association rule mining
- personal data
- privacy guarantees
- synthetic datasets
- partitioned data
- horizontally partitioned
- privacy concerns
- privacy preserving classification
- information systems
- privacy requirements
- data publishing
- private data
- differential privacy