Property Existence Inference against Generative Models.
Lijin WangJingjing WangJie WanLin LongZiqi YangZhan QinPublished in: USENIX Security Symposium (2024)
Keyphrases
- generative model
- boltzmann machine
- parameter learning
- probabilistic model
- mixture model
- representational power
- discriminative learning
- bayesian networks
- pitman yor process
- discriminative models
- conditional random fields
- bayesian framework
- em algorithm
- probabilistic inference
- hierarchical hidden markov models
- topic models
- generative and discriminative models
- posterior probability
- bayesian inference
- latent dirichlet allocation
- prior knowledge
- structured prediction
- object categories
- semi supervised
- hidden variables
- expectation maximization
- maximum entropy principle
- discriminative methods
- training set
- efficient learning
- decision trees
- retrieval model
- graphical models
- generative process
- active learning
- training data