Catch'em all: Classification of Rare, Prominent, and Novel Malware Families.
Maksim Ekin ErenRyan BarronManish BhattaraiSelma WannaNicholas SolovyevKim Ø. RasmussenBoian S. AlcxandrovCharles NicholasPublished in: ISDFS (2024)
Keyphrases
- classification accuracy
- classification scheme
- support vector machine
- pattern recognition
- automatic classification
- preprocessing
- classification algorithm
- feature vectors
- pattern classification
- support vector
- feature extraction
- text classification
- density estimation
- classification method
- classification models
- unsupervised learning
- em algorithm
- image classification
- supervised learning
- training set
- image segmentation
- decision trees
- expectation maximization
- data sets
- text categorization
- benchmark datasets
- machine learning methods
- cost sensitive
- training data
- learning algorithm