Extended Abstract: A Transfer Learning-Based Training Approach for DGA Classification.
Arthur DrichelBenedikt von QuerfurthUlrike MeyerPublished in: DIMVA (2024)
Keyphrases
- extended abstract
- transfer learning
- text classification
- labeled data
- machine learning algorithms
- machine learning
- learning tasks
- cross domain learning
- training set
- supervised learning
- knowledge transfer
- training samples
- cross domain text classification
- active learning
- transfer knowledge
- support vector
- manifold alignment
- domain adaptation
- collaborative filtering
- cross domain
- unlabeled data
- text categorization
- target domain
- label information
- training and test data
- cross validation
- feature selection
- training examples
- semi supervised learning
- model selection
- support vector machine
- object recognition
- reinforcement learning
- decision trees
- learning algorithm
- neural network
- multi task
- data sets
- structure learning
- multi task learning
- decision boundary