How to Make Attention Mechanisms More Practical in Malware Classification.
Xin MaShize GuoHaiying LiZhisong PanJunyang QiuYu DingFeiqiong ChenPublished in: IEEE Access (2019)
Keyphrases
- classification scheme
- pattern recognition
- real world
- text classification
- machine learning
- pattern classification
- classification method
- classification process
- automatic classification
- support vector
- case study
- classification accuracy
- supervised learning
- image classification
- recognition rate
- benchmark datasets
- genetic algorithm
- feature vectors
- cross validation
- decision rules
- classification algorithm
- decision trees
- svm classifier
- malware detection
- reverse engineering
- feature selection
- class labels
- model selection
- training set