Privacy-preserving statistical estimation with optimal convergence rates.
Adam D. SmithPublished in: STOC (2011)
Keyphrases
- privacy preserving
- statistical estimation
- convergence rate
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- learning rate
- multi party
- data privacy
- preserving privacy
- sensitive information
- record linkage
- data perturbation
- privacy issues
- privacy protection
- private information
- naive bayesian classification
- user privacy
- horizontally partitioned data
- image segmentation
- horizontally partitioned
- partitioned data
- secure multiparty computation
- dynamic programming
- privacy requirements
- data publishing
- sensitive data
- privacy concerns
- privacy guarantees
- privacy sensitive
- privacy preserving association rule mining
- medical images
- low memory requirements