Privacy and Statistical Risk: Formalisms and Minimax Bounds.
Rina Foygel BarberJohn C. DuchiPublished in: CoRR (2014)
Keyphrases
- worst case
- upper bound
- statistical analysis
- lower bound
- privacy preserving
- expected error
- contingency tables
- confidence bounds
- disclosure risk
- upper and lower bounds
- knowledge representation
- lower and upper bounds
- statistical models
- information theoretic
- risk management
- personal information
- statistical databases
- privacy concerns
- private data
- learning algorithm
- neyman pearson
- np hard
- security risks
- logic programming
- private information
- risk assessment
- evaluation function
- statistical methods