Neural Transfer Learning for Repairing Security Vulnerabilities in C Code.
Zimin ChenSteve KommruschMartin MonperrusPublished in: CoRR (2021)
Keyphrases
- transfer learning
- security vulnerabilities
- sql injection
- knowledge transfer
- labeled data
- intrusion detection
- active learning
- dos attacks
- cross domain
- semi supervised learning
- reinforcement learning
- machine learning
- neural network
- collaborative filtering
- transfer knowledge
- text categorization
- multi task
- security properties
- machine learning algorithms
- text classification
- target domain
- domain adaptation
- lightweight
- learning algorithm
- data mining
- training data
- semi supervised