An Incremental Malware Classification Approach Based on Few-Shot Learning.
Qian QiangMian ChengYang HuYuan ZhouJiawei SunYu DingZisen QiFei JiaoPublished in: ICC (2022)
Keyphrases
- incremental learning
- supervised learning
- learning process
- learning problems
- classification accuracy
- machine learning
- learning phase
- unsupervised learning
- knowledge acquisition
- learning algorithm
- prior knowledge
- reinforcement learning
- structured output
- discriminative learning
- machine learning algorithms
- learning systems
- classification method
- neural network
- classification scheme
- multi category
- preprocessing
- automatic classification
- feature selection
- learning tasks
- image sequences
- feature extraction
- video sequences