Can explainability and deep-learning be used for localizing vulnerabilities in source code?
Alessandro MarchettoPublished in: AST@ICSE (2024)
Keyphrases
- source code
- deep learning
- open source
- software systems
- unsupervised learning
- machine learning
- unsupervised feature learning
- software maintenance
- software projects
- weakly supervised
- mental models
- software evolution
- high level
- plagiarism detection
- object recognition
- real world
- training data
- learning strategies
- software repositories
- software artifacts
- source files