Exploring Optimal Deep Learning Models for Image-based Malware Variant Classification.
Rikima MitsuhashiTakahiro ShinagawaPublished in: COMPSAC (2022)
Keyphrases
- learning models
- classification models
- machine learning algorithms
- machine learning
- machine learning models
- classification accuracy
- semi supervised learning
- pattern recognition
- learning algorithm
- loss function
- support vector machine
- image classification
- feature extraction
- decision trees
- learning tasks
- learning problems
- model selection
- support vector machine svm
- supervised learning
- em algorithm
- feature space
- support vector
- conditional random fields
- dimension reduction
- feature selection