Semi-Leak: Membership Inference Attacks Against Semi-supervised Learning.
Xinlei HeHongbin LiuNeil Zhenqiang GongYang ZhangPublished in: ECCV (31) (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- semi supervised classification
- supervised learning
- training data
- manifold regularization
- graph based semi supervised learning
- machine learning
- co training
- label propagation
- active learning
- transfer learning
- learning models
- learning problems
- labeled examples
- pattern recognition
- data sets
- domain adaptation
- probabilistic model
- regularization framework
- improve the classification accuracy
- multi view learning
- semi supervised learning methods
- data mining
- real world