An empirical assessment of machine learning approaches for triaging reports of static analysis tools.
Sai S. YerramreddyAustin MordahlUgur KocShiyi WeiJeffrey S. FosterMarine CarpuatAdam A. PorterPublished in: Empir. Softw. Eng. (2023)
Keyphrases
- machine learning approaches
- static analysis
- dynamic analysis
- machine learning methods
- source code
- symbolic execution
- machine learning
- machine learning algorithms
- regular expressions
- test generation
- java card
- malicious code
- machine learning models
- abstract interpretation
- case study
- data sets
- building blocks
- preprocessing
- test suite
- feature extraction