AI-HydRa: Advanced hybrid approach using random forest and deep learning for malware classification.
Suyeon YooSungjin KimSeungjae KimBrent ByungHoon KangPublished in: Inf. Sci. (2021)
Keyphrases
- random forest
- deep learning
- decision trees
- feature set
- fold cross validation
- machine learning
- random forests
- unsupervised learning
- classification accuracy
- decision tree learning algorithms
- ensemble methods
- feature vectors
- pattern recognition
- ensemble classifier
- machine learning algorithms
- support vector
- image classification
- training set
- support vector machine
- machine learning methods
- feature selection
- computer vision
- multi label
- mental models
- markov random field
- base classifiers
- svm classifier
- class labels
- supervised learning
- feature extraction
- image processing
- learning algorithm
- information retrieval