Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks.
SeokHwan ChoiJin-Myeong ShinPeng LiuYoon-Ho ChoiPublished in: CNS (2019)
Keyphrases
- machine learning methods
- robust classification
- classification method
- benchmark datasets
- decision trees
- preprocessing
- classification systems
- pattern recognition
- benchmark data sets
- machine learning
- significant improvement
- machine learning algorithms
- text classification
- spam filtering
- density estimation
- cross validation
- neural network
- feature vectors
- data analysis
- support vector
- feature selection
- data mining