BDP mechanisms can be built from standard DP mechanisms with bounded utility loss when correlations are Gaussian with small rho or Markov with similar transition probabilities.
Differential privacy under dependent tuples—the case of genomic privacy
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Balancing Privacy and Utility in Correlated Data: A Study of Bayesian Differential Privacy
BDP mechanisms can be built from standard DP mechanisms with bounded utility loss when correlations are Gaussian with small rho or Markov with similar transition probabilities.