Optimal Local Bayesian Differential Privacy over Markov Chains.
Darshan ChakrabartiJie GaoAditya SarafGrant SchoenebeckFang-Yi YuPublished in: CoRR (2022)
Keyphrases
- markov chain
- differential privacy
- differentially private
- steady state
- transition probabilities
- finite state
- markov processes
- stationary distribution
- random walk
- privacy preserving
- probabilistic automata
- state space
- transition matrix
- dynamic programming
- private data
- optimal solution
- bayesian networks
- databases
- confidence intervals
- search algorithm
- feature selection