Secrets in Source Code: Reducing False Positives using Machine Learning.
Aakanksha SahaTamara DenningVivek SrikumarSneha Kumar KaseraPublished in: COMSNETS (2020)
Keyphrases
- source code
- false positives
- machine learning
- false negative
- open source
- software systems
- detection rate
- false positive rate
- software projects
- software maintenance
- number of false positives
- open source software
- static analysis
- low false positive rate
- open source projects
- mining software repositories
- software evolution
- execution traces
- plagiarism detection
- impact analysis
- data mining
- object oriented systems
- linux kernel
- version control
- software artifacts
- program understanding
- legacy systems
- high level
- computational intelligence
- feature selection
- free software
- manual inspection
- black box