A White-Box Generator Membership Inference Attack Against Generative Models.
Maryam AzadmaneshBehrouz Shahgholi GhahfarokhiMaede Ashouri-TaloukiPublished in: ISCISC (2021)
Keyphrases
- generative model
- white box
- black box
- boltzmann machine
- parameter learning
- probabilistic model
- source code
- mixture model
- discriminative models
- representational power
- discriminative learning
- prior knowledge
- em algorithm
- conditional random fields
- hierarchical hidden markov models
- object categories
- bayesian inference
- topic models
- semi supervised
- latent dirichlet allocation
- generative process
- belief networks
- probabilistic inference
- expectation maximization
- pitman yor process
- generative and discriminative models
- structured prediction
- efficient learning
- data sets
- bayesian networks
- discriminative methods
- training data
- decision trees