The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks.
Yuheng ZhangRuoxi JiaHengzhi PeiWenxiao WangBo LiDawn SongPublished in: CVPR (2020)
Keyphrases
- generative model
- neural network
- probabilistic model
- bayesian framework
- prior knowledge
- deep belief networks
- discriminative learning
- em algorithm
- posterior probability
- discriminative models
- latent dirichlet allocation
- expectation maximization
- semi supervised
- topic models
- natural images
- watermarking scheme
- markov chain monte carlo
- dirichlet process mixture models
- generative and discriminative models
- feature representations
- image reconstruction
- image processing