Overcoming the lack of labeled data: Training malware detection models using adversarial domain adaptation.
Sonam BhardwajAdrian Shuai LiMayank DaveElisa BertinoPublished in: Comput. Secur. (2024)
Keyphrases
- domain adaptation
- labeled data
- unlabeled data
- semi supervised
- supervised learning
- semi supervised learning
- labeled training data
- malware detection
- training data
- training examples
- supervised methods
- transfer learning
- prior knowledge
- text classification
- multiple sources
- training set
- active learning
- cross domain
- target domain
- labeled and unlabeled data
- co training
- training and test data
- sentiment classification
- class labels
- test set
- data points
- learning algorithm
- text categorization
- multi view
- training process
- model selection