Probabilistic relational reasoning for differential privacy.
Gilles BartheBoris KöpfFederico OlmedoSantiago Zanella BéguelinPublished in: POPL (2012)
Keyphrases
- probabilistic relational
- differential privacy
- differentially private
- privacy preserving
- private data
- privacy guarantees
- privacy preserving data mining algorithms
- data sharing
- tabular data
- knowledge base
- knowledge representation
- privacy preservation
- probabilistic logic
- personal information
- data privacy
- third party
- anonymized data
- bayesian networks