DP-MERF: Differentially Private Mean Embeddings with RandomFeatures for Practical Privacy-preserving Data Generation.
Frederik HarderKamil AdamczewskiMijung ParkPublished in: AISTATS (2021)
Keyphrases
- differentially private
- data generation
- privacy preserving
- differential privacy
- privacy guarantees
- data streams
- privacy preservation
- privacy preserving data mining
- private data
- active learning
- vertically partitioned data
- private information
- streaming data
- data privacy
- scalar product
- sensitive information
- data sets
- sensitive data
- data integration
- data model
- data structure
- machine learning
- database