Stories behind decisions: Towards interpretable malware family classification with hierarchical attention.
Huaifeng BaoWenhao LiHuashan ChenHan MiaoQiang WangZixian TangFeng LiuWen WangPublished in: Comput. Secur. (2024)
Keyphrases
- hierarchical classification
- support vector
- feature extraction
- classification rules
- machine learning methods
- classification accuracy
- feature selection
- classification decisions
- classification systems
- automatic classification
- classification method
- decision rules
- support vector machine svm
- text classification
- pattern recognition
- image classification
- decision trees
- pattern classification
- feature space
- training set
- classification algorithm
- supervised learning
- feature set
- multi class
- support vector machine
- training samples
- unsupervised learning
- coarse to fine
- cost sensitive
- classification models
- reverse engineering
- preprocessing
- rough sets
- machine learning