Optimal Local Bayesian Differential Privacy over Markov Chains.
Darshan ChakrabartiJie GaoAditya SarafGrant SchoenebeckFang-Yi YuPublished in: AAMAS (2022)
Keyphrases
- markov chain
- differential privacy
- differentially private
- transition probabilities
- steady state
- finite state
- markov processes
- privacy preserving
- random walk
- state space
- probabilistic automata
- optimal solution
- private data
- stationary distribution
- dynamic programming
- data privacy
- data sharing
- finite automata
- bayesian inference
- maximum likelihood
- bayesian networks