A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks.
Beatrice CaseyJoanna C. S. SantosGeorge PerryPublished in: CoRR (2024)
Keyphrases
- source code
- machine learning
- open source
- software systems
- open source software
- software projects
- software maintenance
- static analysis
- software evolution
- change impact analysis
- high level
- open source projects
- execution traces
- impact analysis
- software repositories
- mailing lists
- free software
- linux kernel
- program comprehension
- legacy systems
- visual basic
- plagiarism detection
- symbolic execution
- information extraction
- bug localization
- source code metrics
- manual inspection
- open source software projects
- code reuse
- program understanding
- historical information
- software developers
- reverse engineering
- computational intelligence
- feature selection