Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences.
Borja BalleGilles BartheMarco GaboardiPublished in: CoRR (2018)
Keyphrases
- privacy preserving
- lower bound
- privacy preserving data mining
- upper bound
- personal information
- privacy preservation
- privacy concerns
- privacy aware
- statistical databases
- kullback leibler
- security issues
- sensitive information
- location privacy
- privacy protection
- differential privacy
- privacy requirements
- legal issues
- rfid systems
- data mining
- personal data
- data privacy
- information loss
- ensemble methods
- multistage
- statistical analysis
- decision trees