TransNet: Unseen Malware Variants Detection Using Deep Transfer Learning.
Candong RongGaopeng GouMingxin CuiGang XiongZhen LiLi GuoPublished in: SecureComm (2) (2020)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- malware detection
- active learning
- labeled data
- collaborative filtering
- semi supervised learning
- reinforcement learning
- cross domain
- domain adaptation
- text categorization
- multi task learning
- structure learning
- machine learning algorithms
- transfer knowledge
- manifold alignment
- machine learning
- text classification
- multi task
- text mining
- transferring knowledge
- target domain
- training data
- structure and parameter learning
- unlabeled data
- supervised learning
- high dimensional
- training set
- learning algorithm