With Great Training Comes Great Vulnerability: Practical Attacks against Transfer Learning.
Bolun WangYuanshun YaoBimal ViswanathHaitao ZhengBen Y. ZhaoPublished in: USENIX Security Symposium (2018)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- labeled data
- training and test data
- reinforcement learning
- cross domain
- machine learning
- active learning
- structure learning
- manifold alignment
- semi supervised learning
- learning algorithm
- training examples
- machine learning algorithms
- text classification
- supervised learning
- multi task learning
- text mining
- real world
- target domain
- buffer overflow
- transferring knowledge
- unlabeled data
- training set
- text categorization
- training samples
- multi task
- dimensionality reduction
- collaborative filtering
- domain adaptation
- knowledge discovery
- transfer knowledge
- learning environment
- decision trees
- test set
- semi supervised
- information extraction
- training data