Unlabeled Backdoor Poisoning in Semi-Supervised Learning.
Le FengSheng LiZhenxing QianXinpeng ZhangPublished in: ICME (2022)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- unsupervised learning
- labeled examples
- supervised learning
- active learning
- manifold regularization
- co training
- unlabeled training data
- semi supervised classification
- text categorization
- machine learning
- labeled and unlabeled data
- learning problems
- regularization framework
- training data
- transfer learning
- semi supervised learning methods
- improve the classification accuracy
- label propagation
- learning models
- unlabeled examples
- dimensionality reduction
- data mining
- pairwise
- reinforcement learning
- domain adaptation
- labeled training data
- graph construction
- principal component analysis
- labeled instances
- learning algorithm