Understanding how Differentially Private Generative Models Spend their Privacy Budget.
Georgi GanevKai XuEmiliano De CristofaroPublished in: CoRR (2023)
Keyphrases
- differentially private
- generative model
- differential privacy
- probabilistic model
- privacy preserving
- discriminative learning
- hierarchical hidden markov models
- privacy guarantees
- private data
- em algorithm
- discriminative models
- prior knowledge
- data sharing
- generative and discriminative models
- privacy preserving data mining
- statistical learning
- probability distribution