Apply transfer learning to cybersecurity: Predicting exploitability of vulnerabilities by description.
Jiao YinMingJian TangJinli CaoHua WangPublished in: Knowl. Based Syst. (2020)
Keyphrases
- transfer learning
- machine learning and data mining
- learning tasks
- knowledge transfer
- labeled data
- machine learning
- semi supervised learning
- reinforcement learning
- cross domain
- collaborative filtering
- multi task
- domain adaptation
- transfer knowledge
- structure learning
- text categorization
- multi task learning
- manifold alignment
- machine learning algorithms
- active learning
- learning algorithm
- learning problems
- data analysis
- training data
- decision trees
- information retrieval
- real world
- neural network