An Empirical Study on Vulnerability Detection for Source Code Software based on Deep Learning.
Wei LinSaihua CaiPublished in: QRS Companion (2021)
Keyphrases
- source code
- deep learning
- software systems
- open source
- software projects
- software maintenance
- open source software
- static analysis
- free software
- software evolution
- unsupervised learning
- bug localization
- open source projects
- mining software repositories
- source files
- program understanding
- software engineers
- object oriented systems
- weakly supervised
- machine learning
- high level
- object detection
- legacy software
- software artifacts
- software repositories
- bug reports
- program slicing
- mailing lists
- real world
- version control
- legacy systems
- model selection
- execution traces
- impact analysis
- java code