Label differential privacy and private training data release.
Róbert Istvan Busa-FeketeAndrés Muñoz MedinaUmar SyedSergei VassilvitskiiPublished in: ICML (2023)
Keyphrases
- differential privacy
- private data
- training data
- privacy preserving
- privacy guarantees
- differentially private
- privacy preservation
- learning algorithm
- privacy preserving data mining algorithms
- tabular data
- data sharing
- private information
- data sets
- personal information
- privacy preserving data mining
- training set
- decision trees
- supervised learning
- privacy protection
- data privacy
- data quality
- input data
- sensitive information
- data integration
- contingency tables
- anonymized data