On the Limitations of Continual Learning for Malware Classification.
Mohammad Saidur RahmanScott E. CoullMatthew WrightPublished in: CoRR (2022)
Keyphrases
- supervised learning
- learning process
- learning phase
- unsupervised learning
- classification accuracy
- learning algorithm
- pattern recognition
- statistical learning
- support vector
- learning systems
- structured output
- automatic classification
- learning tasks
- active learning
- knowledge acquisition
- operating system
- support vector machine svm
- benchmark datasets
- decision rules
- classification algorithm
- classification rules
- prior knowledge
- feature extraction
- reverse engineering
- face recognition
- classification scheme
- decision trees
- machine learning