Malware Classification on Imbalanced Data through Self-Attention.
Yu DingShupeng WangJian XingXiaoyu ZhangZiSen OiGe FuQian QiangHaoliang SunJianyu ZhangPublished in: TrustCom (2020)
Keyphrases
- imbalanced data
- imbalanced datasets
- support vector machine
- classification models
- feature selection
- classification accuracy
- pattern recognition
- imbalanced data sets
- decision trees
- class imbalance
- text classification
- machine learning
- decision boundary
- feature vectors
- support vector
- support vector machine svm
- svm classifier
- linear regression
- random forest
- class distribution
- classification algorithm
- pattern classification
- supervised learning
- ensemble classifier
- decision rules
- model selection
- sampling methods
- feature extraction
- data sets