A Comprehensive Study on Learning-Based PE Malware Family Classification Methods.
Yixuan MaShuang LiuJiajun JiangGuanhong ChenKeqiu LiPublished in: CoRR (2021)
Keyphrases
- classification method
- benchmark datasets
- supervised learning
- classification systems
- learning models
- preprocessing
- feature construction
- learning algorithm
- bayesian methods
- learning systems
- unsupervised learning
- supervised learning algorithms
- discriminative learning
- empirical studies
- data mining techniques
- multi class
- kernel learning
- machine learning methods
- incremental learning
- robust classification
- accurate classification
- multiple kernel learning
- data sets
- multi category
- classification scheme
- cross validation
- image classification
- active learning
- learning process
- high dimensional
- support vector
- decision trees