A Few-Shot Malware Traffic Classification Method Using Knowledge Transfer Learning.
Maoyang QinXixi ZhangYu WangTomoaki OhtsukiHikmet SariGuan GuiPublished in: ICCT (2023)
Keyphrases
- classification method
- transfer learning
- knowledge transfer
- text classification
- transfer knowledge
- transferring knowledge
- learning tasks
- knowledge base
- cross domain
- knn
- text categorization
- active learning
- classification algorithm
- manifold alignment
- expert systems
- support vector machine svm
- labeled data
- k nearest neighbor
- collaborative filtering
- knowledge representation
- domain knowledge
- reinforcement learning
- knowledge sharing
- knowledge management
- text mining
- neural network
- previously learned
- pattern recognition
- databases
- information retrieval
- feature selection
- semi supervised learning
- support vector machine
- prior knowledge