FewFine: Few-shot Malware Traffic Classification Via Transfer Learning based on Fine-tuning Strategy.
Xingtong LiuMeng ShenLaizhong CuiKe YeJizhe JiaGuangchun YuePublished in: SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Keyphrases
- transfer learning
- fine tuning
- text classification
- machine learning
- cross domain learning
- learning tasks
- machine learning algorithms
- knowledge transfer
- labeled data
- label information
- decision trees
- active learning
- feature extraction
- structure learning
- collaborative filtering
- supervised learning
- text categorization
- support vector machine
- transfer knowledge
- reinforcement learning
- cross domain
- semi supervised learning
- manifold alignment
- feature selection
- bayesian networks
- data mining
- multi task
- feature vectors
- training set
- target domain
- domain adaptation
- class labels
- video sequences