Privacy and Utility Evaluation of Synthetic Tabular Data for Machine Learning.
Felix HermsenAvikarsha MandalPublished in: Privacy and Identity Management (2023)
Keyphrases
- tabular data
- differential privacy
- machine learning
- statistical disclosure control
- disclosure risk
- privacy preserving
- cell suppression
- data sharing
- controlled tabular adjustment
- privacy preservation
- information loss
- databases
- record linkage
- data privacy
- personal information
- data analysis
- database systems
- decision trees
- information retrieval