Hierarchical learning for automated malware classification.
Shayok ChakrabortyJack W. StokesLin XiaoDengyong ZhouMady MarinescuAnil ThomasPublished in: MILCOM (2017)
Keyphrases
- supervised learning
- learning algorithm
- unsupervised learning
- pattern recognition
- learning process
- learning tasks
- incremental learning
- learning problems
- learning phase
- online learning
- machine learning
- feature vectors
- classification method
- classification algorithm
- learning systems
- machine learning algorithms
- feature selection
- statistical learning
- classification scheme
- active learning
- inductive inference
- discriminative learning
- pattern classification
- bayesian methods
- dictionary learning
- automated classification
- machine learning methods
- decision rules
- training samples
- model selection
- text classification
- collaborative learning
- classification accuracy
- feature space
- preprocessing
- reinforcement learning
- bayesian networks