Cost-Effective Malware Classification Based on Deep Active Learning.
Qian QiangYige ChenYang HuTianning ZangMian ChengQuanbo PanYu DingZisen QiPublished in: SecureComm (2022)
Keyphrases
- cost effective
- active learning
- low cost
- supervised learning
- batch mode active learning
- machine learning
- cost effectiveness
- pattern recognition
- support vector
- image classification
- selective sampling
- decision trees
- class imbalance
- feature vectors
- classification accuracy
- support vector machine
- data center
- feature extraction
- text classification
- real time
- random sampling
- incremental learning
- classification algorithm
- class labels
- relevance feedback
- training set