Enhancing Malware Family Classification in the Microsoft Challenge Dataset via Transfer Learning.
Marcelo Invert Palma SalasPaulo L. de GeusMarcus BotacinPublished in: LADC (2023)
Keyphrases
- transfer learning
- text classification
- machine learning
- cross domain learning
- learning tasks
- knowledge transfer
- machine learning algorithms
- cross domain text classification
- cross domain
- collaborative filtering
- text categorization
- labeled data
- active learning
- reinforcement learning
- decision trees
- feature set
- label information
- semi supervised learning
- support vector
- feature extraction
- learning algorithm
- unlabeled data
- class labels
- supervised learning
- training set
- structure learning
- domain adaptation
- multi task learning
- data sets
- unsupervised learning
- multi task
- databases