Beyond Differential Privacy: Composition Theorems and Relational Logic for f-divergences between Probabilistic Programs.
Gilles BartheFederico OlmedoPublished in: ICALP (2) (2013)
Keyphrases
- differential privacy
- differentially private
- privacy preserving
- probabilistic logic
- private data
- relational databases
- privacy guarantees
- privacy preservation
- tabular data
- privacy preserving data mining algorithms
- probabilistic model
- data privacy
- bayesian networks
- databases
- privacy preserving data mining
- data management
- association rules
- information retrieval