Machine Learning for Source Code Vulnerability Detection: What Works and What Isn't There Yet.
Tina MarjanovIvan PashchenkoFabio MassacciPublished in: IEEE Secur. Priv. (2022)
Keyphrases
- source code
- machine learning
- open source
- software systems
- open source software
- software maintenance
- plagiarism detection
- software projects
- static analysis
- open source projects
- version control
- linux kernel
- high level
- free software
- source files
- bug localization
- artificial intelligence
- object oriented systems
- software repositories
- software evolution
- impact analysis
- maintenance activities
- execution traces
- manual inspection
- back end
- program slicing
- reverse engineer
- visual basic
- code reuse