Malware Family Classification using Active Learning by Learning.
Chin-Wei ChenChing-Hung SuKun-Wei LeePing-Hao BairPublished in: ICACT (2020)
Keyphrases
- active learning
- supervised learning
- selective sampling
- learning algorithm
- machine learning
- learning process
- learning phase
- pattern recognition
- learning problems
- decision trees
- support vector
- incremental learning
- learning tasks
- learning systems
- training set
- online learning
- benchmark datasets
- classification method
- feature extraction
- prior knowledge
- collaborative learning
- text classification
- unsupervised learning
- training samples
- support vector machine svm
- training examples
- support vector machine
- classification accuracy
- discriminative learning
- reinforcement learning