Privacy for Free: Communication-Efficient Learning with Differential Privacy Using Sketches.
Tian LiZaoxing LiuVyas SekarVirginia SmithPublished in: CoRR (2019)
Keyphrases
- differential privacy
- efficient learning
- differentially private
- privacy preserving
- private data
- privacy guarantees
- preserving privacy
- tabular data
- privacy preservation
- data sharing
- privacy preserving data mining algorithms
- data privacy
- personal information
- pattern languages
- individual privacy
- anonymized data
- privacy preserving data mining
- communication cost
- learning algorithm
- search logs
- privacy protection
- databases
- database