Mixup Training for Generative Models to Defend Membership Inference Attacks.
Zhe JiQiansiqi HuLiyao XiangChenghu ZhouPublished in: INFOCOM (2023)
Keyphrases
- generative model
- probabilistic model
- discriminatively trained
- discriminative learning
- mixture model
- discriminative models
- hierarchical hidden markov models
- em algorithm
- conditional random fields
- training set
- training samples
- hidden variables
- prior knowledge
- representational power
- supervised learning
- topic models
- object detection
- maximum entropy principle
- image classification
- language model
- unsupervised learning
- discriminative methods
- information retrieval