Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences.
Borja BalleGilles BartheMarco GaboardiPublished in: NeurIPS (2018)
Keyphrases
- lower bound
- upper bound
- personal information
- privacy preserving data mining
- privacy preserving
- worst case
- privacy aware
- kullback leibler
- privacy issues
- database views
- privacy preservation
- privacy concerns
- security issues
- personal data
- private data
- private information
- data privacy
- privacy policies
- multistage
- security concerns
- preserving privacy
- privacy protection
- privacy requirements
- maximum likelihood