Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation.
Margarita VinarozMijung ParkPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- differentially private
- privacy preserving
- differential privacy
- data privacy
- private data
- privacy guarantees
- data points
- sensitive information
- data sets
- privacy sensitive
- privacy preservation
- personal data
- data quality
- preserving privacy
- vertically partitioned data
- privacy requirements
- data analysis
- data sources
- horizontally partitioned data
- horizontally partitioned
- high dimensional
- privacy issues
- original data
- data objects
- sensitive data
- privacy concerns
- private information
- database