Empirical Evaluation of Synthetic Data Created by Generative Models via Attribute Inference Attack.
Saloni KwatraVicenç TorraPublished in: Privacy and Identity Management (2023)
Keyphrases
- empirical evaluation
- synthetic data
- generative model
- boltzmann machine
- parameter learning
- probabilistic model
- discriminative models
- discriminative learning
- mixture model
- data sets
- representational power
- em algorithm
- bayesian inference
- hierarchical hidden markov models
- posterior probability
- real image data
- pitman yor process
- prior knowledge
- hidden variables
- conditional random fields
- real world
- bayesian networks
- expectation maximization
- generative and discriminative models
- probabilistic inference
- maximum entropy principle
- object categories
- semi supervised learning
- generative process
- semi supervised
- similarity measure
- object recognition
- information extraction
- structured prediction
- efficient learning
- topic models