On the Limitations of Continual Learning for Malware Classification.
Mohammad Saidur RahmanScott E. CoullMatthew WrightPublished in: CoLLAs (2022)
Keyphrases
- learning process
- supervised learning
- decision trees
- pattern recognition
- unsupervised learning
- discriminative learning
- learning algorithm
- learning tasks
- feature space
- classification accuracy
- learning systems
- rule learning
- incremental learning
- classification algorithm
- kernel learning
- prior knowledge
- support vector
- feature selection
- data sets
- structured output
- multi category
- dictionary learning
- decision rules
- benchmark datasets
- text classification
- machine learning