Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning.
Xinlei HeHongbin LiuNeil Zhenqiang GongYang ZhangPublished in: CoRR (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- semi supervised classification
- manifold regularization
- supervised learning
- semi supervised learning algorithms
- labeled examples
- machine learning
- learning problems
- active learning
- improve the classification accuracy
- training data
- co training
- graph based semi supervised learning
- labeled and unlabeled data
- label propagation
- metric learning
- regularization framework
- graph construction
- domain adaptation
- transfer learning
- learning models
- multi view learning
- class labels
- semi supervised learning methods
- multi view
- prior knowledge
- opinion detection