Vision-Based Malware Detection: A Transfer Learning Approach Using Optimal ECOC-SVM Configuration.
W. K. WongFilbert H. JuwonoCatur AprionoPublished in: IEEE Access (2021)
Keyphrases
- transfer learning
- malware detection
- multi class
- machine learning
- learning tasks
- knowledge transfer
- labeled data
- reinforcement learning
- knn
- collaborative filtering
- support vector
- malicious executables
- text categorization
- active learning
- domain adaptation
- training data
- support vector machine
- cross domain
- text classification
- semi supervised learning
- learning algorithm
- neural network
- multi task
- machine learning algorithms
- anomaly detection
- multi task learning
- transfer knowledge
- cross domain learning
- domain specific
- supervised learning
- nearest neighbor
- natural language
- data mining
- target domain
- multiclass classification
- feature space
- transferring knowledge
- feature extraction