DART: Detecting Unseen Malware Variants using Adaptation Regularization Transfer Learning.
Hao LiZhenxiang ChenRiccardo SpolaorQiben YanChuan ZhaoBo YangPublished in: ICC (2019)
Keyphrases
- transfer learning
- learning tasks
- multi view learning
- knowledge transfer
- semi supervised learning
- machine learning
- reinforcement learning
- cross domain
- active learning
- structure learning
- transfer knowledge
- multi task
- labeled data
- manifold alignment
- machine learning algorithms
- domain adaptation
- training examples
- training set
- transferring knowledge
- text categorization
- text classification
- collaborative filtering
- multi task learning
- learning algorithm
- target domain
- algorithmic information theory
- previously learned
- previously unseen
- learning problems
- unlabeled data