Poisoning the Unlabeled Dataset of Semi-Supervised Learning.
Nicholas CarliniPublished in: USENIX Security Symposium (2021)
Keyphrases
- semi supervised learning
- unlabeled data
- uci datasets
- semi supervised
- labeled data
- supervised learning
- semi supervised classification
- machine learning
- labeled examples
- text categorization
- labeled and unlabeled data
- co training
- unsupervised learning
- unlabeled training data
- label propagation
- active learning
- graph based semi supervised learning
- manifold regularization
- semi supervised learning algorithms
- semi supervised learning methods
- transfer learning
- learning models
- labeled training data
- class labels
- unlabeled documents
- object recognition
- reinforcement learning
- training data
- decision trees
- information retrieval