Monte Carlo and Reconstruction Membership Inference Attacks against Generative Models.
Benjamin HilprechtMartin HärterichDaniel BernauPublished in: Proc. Priv. Enhancing Technol. (2019)
Keyphrases
- monte carlo
- generative model
- probabilistic model
- discriminative learning
- mixture model
- monte carlo simulation
- markov chain
- hierarchical hidden markov models
- prior knowledge
- discriminative models
- bayesian framework
- object categories
- conditional random fields
- monte carlo tree search
- posterior probability
- em algorithm
- particle filter
- matrix inversion
- high resolution
- expectation maximization
- generative and discriminative models
- variance reduction
- markov chain monte carlo
- topic models
- semi supervised
- random variables
- search space