Interpretable linear models for predicting security vulnerabilities in source code.
Toby Dylan HockingJoseph R. BarrTyler ThatcherPublished in: TransAI (2022)
Keyphrases
- source code
- linear models
- security vulnerabilities
- open source
- software systems
- variable selection
- linear model
- intrusion detection
- linear regression
- gaussian processes
- high level
- security properties
- dos attacks
- intrusion detection system
- unauthorized access
- least squares
- real world
- causal relationships
- database
- lightweight
- machine learning