Optimizing Error of High-Dimensional Statistical Queries Under Differential Privacy.
Ryan McKennaGerome MiklauMichael HayAshwin MachanavajjhalaPublished in: J. Priv. Confidentiality (2023)
Keyphrases
- differential privacy
- statistical queries
- high dimensional
- differentially private
- noisy data
- privacy preserving
- uniform distribution
- high dimensionality
- pac learning
- personal information
- low dimensional
- privacy preservation
- high dimensional data
- lower bound
- dimensionality reduction
- data sets
- data sharing
- positive examples
- nearest neighbor
- databases
- search logs