Discrete Distribution Estimation under Local Privacy.
Peter KairouzKallista A. BonawitzDaniel RamagePublished in: ICML (2016)
Keyphrases
- personal information
- privacy preserving
- probability distribution
- continuous valued
- finite number
- privacy preserving data mining
- security issues
- beta distribution
- discrete version
- accurate estimation
- uniformly distributed
- continuous variables
- probability density
- privacy concerns
- private data
- maximum likelihood estimates
- privacy aware
- maximum likelihood estimator
- private information
- data mining