Predicting Source Code Vulnerabilities Using Deep Learning: A Fair Comparison on Real Data.
Vincenzo CarlettiPasquale FoggiaAlessia SaggeseMario VentoPublished in: ITASEC (2024)
Keyphrases
- source code
- deep learning
- open source
- software systems
- unsupervised learning
- unsupervised feature learning
- software projects
- software maintenance
- artificial intelligence
- free software
- machine learning
- high level
- software evolution
- software repositories
- source code metrics
- source files
- mental models
- program understanding
- bug reports
- maintenance activities
- text files
- model selection
- object recognition
- data sets