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A Graph Symmetrisation Bound on Channel Information Leakage under Blowfish Privacy
Blowfish privacy is a recent generalisation of differential privacy that enables improved utility while maintaining privacy policies with semantic guarantees, a factor that has driven the popularity of differential privacy in computer science.
On the Differential Privacy of Bayesian Inference
We study how to communicate findings of Bayesian inference to third parties, while preserving the strong guarantee of differential privacy.
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