LOGAN: Evaluating Privacy Leakage of Generative Models Using Generative Adversarial Networks.
Jamie HayesLuca MelisGeorge DanezisEmiliano De CristofaroPublished in: CoRR (2017)
Keyphrases
- generative model
- discriminative learning
- discriminative models
- mixture model
- probabilistic model
- generative and discriminative models
- semi supervised
- posterior probability
- prior knowledge
- conditional random fields
- latent dirichlet allocation
- parameter learning
- discriminative methods
- maximum entropy principle
- object categories
- topic models
- representational power
- discriminatively trained
- em algorithm
- image segmentation
- hierarchical hidden markov models
- fisher kernel
- expectation maximization
- training data