Neural Transfer Learning for Repairing Security Vulnerabilities in C Code.
Zimin ChenSteve KommruschMartin MonperrusPublished in: IEEE Trans. Software Eng. (2023)
Keyphrases
- transfer learning
- security vulnerabilities
- sql injection
- intrusion detection
- knowledge transfer
- labeled data
- semi supervised learning
- active learning
- machine learning
- dos attacks
- cross domain
- reinforcement learning
- collaborative filtering
- neural network
- machine learning algorithms
- target domain
- learning algorithm
- domain adaptation
- transfer knowledge
- text classification
- semi supervised
- security properties
- multi task
- training data
- anomaly detection
- software engineering
- feature extraction
- decision trees