Differentially private synthetic data using KD-trees.
Eleonora KreacicNavid NouriVamsi K. PotluruTucker BalchManuela VelosoPublished in: UAI (2023)
Keyphrases
- synthetic data
- differentially private
- kd trees
- nearest neighbor search
- data structure
- differential privacy
- space partitioning
- kd tree
- binary search trees
- real image data
- data sets
- real world
- high dimensional spaces
- iterative refinement
- contingency tables
- feature space
- personal information
- database
- search methods
- web search