Towards practical differential privacy in data analysis: Understanding the effect of epsilon on utility in private ERM.
Yuzhe LiYong LiuBo LiWeiping WangNan LiuPublished in: Comput. Secur. (2023)
Keyphrases
- differential privacy
- private data
- privacy preserving
- privacy guarantees
- privacy preserving data mining algorithms
- data analysis
- differentially private
- tabular data
- privacy preservation
- data sharing
- privacy preserving data mining
- data collection
- private information
- real world
- privacy protection
- data privacy
- data sets
- probabilistic model
- databases