Ginver: Generative Model Inversion Attacks Against Collaborative Inference.
Yupeng YinXianglong ZhangHuanle ZhangFeng LiYue YuXiuzhen ChengPengfei HuPublished in: WWW (2023)
Keyphrases
- generative model
- boltzmann machine
- probabilistic model
- markov chain monte carlo
- bayesian framework
- mixture model
- dirichlet process mixture models
- bayesian inference
- posterior probability
- discriminative learning
- em algorithm
- pitman yor process
- prior knowledge
- latent dirichlet allocation
- bayesian networks
- expectation maximization
- conditional random fields
- generative process
- generative and discriminative models
- probabilistic inference
- semi supervised
- gibbs sampling
- topic models
- discriminative models
- graphical models
- machine learning
- belief networks
- exact inference
- learned models
- dirichlet process
- primal sketch
- learning environment
- multiscale