Differentially Private Synthetic Data Using KD-Trees.
Eleonora KreacicNavid NouriVamsi K. PotluruTucker BalchManuela VelosoPublished in: CoRR (2023)
Keyphrases
- data points
- synthetic data
- differentially private
- kd trees
- nearest neighbor search
- nearest neighbor
- high dimensional
- kd tree
- data structure
- differential privacy
- space partitioning
- feature space
- high dimensional spaces
- real world
- binary search trees
- data sets
- real image data
- databases
- contingency tables
- space efficient
- iterative refinement
- privacy preserving
- image retrieval
- data streams
- database systems