Enhanced DNNs for malware classification with GAN-based adversarial training.
Yunchun ZhangHaorui LiYang ZhengShaowen YaoJiaqi JiangPublished in: J. Comput. Virol. Hacking Tech. (2021)
Keyphrases
- training set
- supervised learning
- feature selection
- training samples
- training phase
- decision trees
- classification accuracy
- classification method
- classification performances
- feature extraction
- pattern recognition
- training process
- classification scheme
- classification algorithm
- class labels
- pattern classification
- automatic classification
- support vector
- machine learning
- classification systems
- classification models
- multi layer perceptron
- restricted boltzmann machine
- avoid overfitting
- support vector machine svm
- unsupervised learning
- support vector machine
- feature vectors
- decision rules
- model selection
- text classification
- image classification
- training dataset
- artificial neural networks
- multi agent
- training patterns
- training speed
- image processing
- learning algorithm