PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning.
Hongbin LiuJinyuan JiaNeil Zhenqiang GongPublished in: CoRR (2022)
Keyphrases
- training data
- learning algorithm
- supervised learning
- prior knowledge
- learning process
- active learning
- unsupervised learning
- reinforcement learning
- machine learning
- training examples
- decision trees
- knowledge acquisition
- labeled data
- semi supervised learning
- unlabeled data
- training samples
- data sets
- domain knowledge
- training set
- learning systems
- noisy data
- learning analytics