The use of machine learning with signal- and NLP processing of source code to detect and classify vulnerabilities and weaknesses with MARFCAT
Serguei A. MokhovPublished in: CoRR (2010)
Keyphrases
- source code
- machine learning
- natural language processing
- open source
- software systems
- information extraction
- open source software
- text mining
- software maintenance
- software projects
- open source projects
- plagiarism detection
- software evolution
- linux kernel
- static analysis
- natural language
- text files
- software repositories
- execution traces
- visual basic
- machine translation
- free software
- high level
- website
- legacy systems
- impact analysis
- program slicing
- code reuse
- symbolic execution
- program understanding
- question answering
- computational intelligence
- feature selection
- artificial intelligence