Using Loops For Malware Classification Resilient to Feature-unaware Perturbations.
Aravind MachiryNilo RediniEric GustafsonYanick FratantonioYung Ryn ChoeChristopher KruegelGiovanni VignaPublished in: ACSAC (2018)
Keyphrases
- feature vectors
- pattern recognition
- feature set
- feature selection
- image classification
- classification accuracy
- automatic classification
- classification algorithm
- feature representation
- svm classification
- support vector
- decision trees
- feature analysis
- preprocessing
- decision rules
- classification scheme
- malware detection
- feature values
- unbalanced data
- machine learning
- classification models
- classification rules
- classification method
- training set
- model selection
- feature maps
- text classification
- supervised learning
- feature space
- data mining