Malware classification using gray-scale images and ensemble learning.
Liu LiuBaosheng WangPublished in: ICSAI (2016)
Keyphrases
- ensemble learning
- gray scale images
- generalization ability
- gray scale
- ensemble classifier
- binary images
- feature selection
- weak learners
- machine learning
- individual classifiers
- decision trees
- color images
- classification accuracy
- support vector machine
- ensemble methods
- feature extraction
- base classifiers
- class labels
- mutual subspace method
- support vector machine svm
- pattern recognition
- support vector
- text classification
- classification algorithm
- image classification
- training set
- supervised learning
- unlabeled data
- concept drift
- feature vectors
- feature space
- learning algorithm