CorruptEncoder: Data Poisoning based Backdoor Attacks to Contrastive Learning.
Jinghuai ZhangHongbin LiuJinyuan JiaNeil Zhenqiang GongPublished in: CoRR (2022)
Keyphrases
- data sets
- data processing
- data collection
- data analysis
- database
- synthetic data
- machine learning
- unsupervised learning
- background knowledge
- learning algorithm
- human experts
- image data
- hidden variables
- data quality
- noisy data
- data distribution
- missing data
- semi supervised
- end users
- data sources
- reinforcement learning
- training data