A New Bound for Privacy Loss from Bayesian Posterior Sampling.
Xingyuan ZhaoFang LiuPublished in: CODASPY (2022)
Keyphrases
- upper bound
- information loss
- privacy preserving
- random sampling
- personal information
- lower bound
- sample size
- sampling algorithm
- private information
- privacy protection
- privacy preserving data mining
- location privacy
- privacy aware
- privacy preservation
- database views
- sensitive information
- personal data
- parameter space
- security concerns
- privacy requirements
- sampling strategy
- worst case
- legal issues
- preserving privacy
- individual privacy
- privacy enhancing
- data publishing
- regret bounds
- private data
- privacy issues
- sampling methods
- data privacy
- privacy concerns
- security issues