Auditing Differential Privacy in High Dimensions with the Kernel Quantum Rényi Divergence.
Carles Domingo-EnrichYoussef MrouehPublished in: CoRR (2022)
Keyphrases
- high dimensions
- differential privacy
- differentially private
- privacy preserving
- high dimensional data
- high dimensional
- privacy guarantees
- poor quality
- kernel function
- high dimensional spaces
- privacy preservation
- data sharing
- feature space
- data privacy
- nearest neighbor
- information retrieval systems
- data sets
- data quality
- personal information
- low dimensional
- search engine
- databases