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.
Markovian models for home electricity consumption
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.