Differentially Private Kernel Inducing Points (DP-KIP) for Privacy-preserving Data Distillation.
Margarita VinarozMijung ParkPublished in: CoRR (2023)
Keyphrases
- differentially private
- privacy preserving
- differential privacy
- data sets
- data privacy
- sensitive information
- private data
- original data
- data collection
- sensitive data
- data points
- privacy sensitive
- privacy requirements
- preserving privacy
- databases
- vertically partitioned data
- privacy preserving data mining
- data analysis
- privacy guarantees
- database
- private information
- privacy preservation
- horizontally partitioned data
- privacy concerns
- privacy protection
- input data
- data mining techniques
- personal data
- distributed data
- privacy issues
- data quality
- raw data
- high dimensional data
- data sources
- feature space
- social networks