Image-Based malware classification using ensemble of CNN architectures (IMCEC).
Danish VasanMamoun AlazabSobia WassanBabak SafaeiQin ZhengPublished in: Comput. Secur. (2020)
Keyphrases
- final classification
- pattern classification
- classification accuracy
- pattern recognition
- support vector machine
- machine learning
- training set
- automatic classification
- feature selection
- classifier combination
- majority voting
- supervised learning
- classification systems
- ensemble classification
- text classification
- regression problems
- cellular neural networks
- decision tree classifiers
- machine learning methods
- benchmark datasets
- feature vectors
- preprocessing
- decision trees
- computer vision
- convolutional neural network
- wrapper feature selection
- concept drifting data streams
- data sets
- multiple classifiers
- classification rules
- support vector machine svm
- feature extraction
- neural network