Image-Based Unknown Malware Classification with Few-Shot Learning Models.
Trung Kien TranHiroshi SatoMasao KuboPublished in: CANDAR Workshops (2019)
Keyphrases
- learning models
- classification models
- machine learning
- machine learning algorithms
- classification accuracy
- feature extraction
- learning problems
- pattern recognition
- feature vectors
- supervised learning
- text classification
- decision trees
- learning algorithm
- learning tasks
- class labels
- loss function
- semi supervised learning
- unsupervised learning
- data mining
- image classification
- feature space
- support vector
- model selection
- feature set
- prior knowledge
- pairwise
- training set
- training data