Malware Classification and Class Imbalance via Stochastic Hashed LZJD.
Edward RaffCharles NicholasPublished in: AISec@CCS (2017)
Keyphrases
- class imbalance
- class distribution
- active learning
- cost sensitive
- imbalanced datasets
- cost sensitive learning
- high dimensionality
- imbalanced data sets
- majority class
- sampling methods
- feature selection
- concept drift
- minority class
- imbalanced data
- class labels
- misclassification costs
- text classification
- pattern recognition
- highly skewed
- decision rules
- training samples
- image classification
- classification accuracy
- support vector