An empirical evaluation of deep learning-based source code vulnerability detection: Representation versus models.
Abubakar Omari Abdallah SemasabaWei ZhengXiaoxue WuSamuel Akwasi AgyemangTao LiuYuan GePublished in: J. Softw. Evol. Process. (2023)
Keyphrases
- source code
- deep learning
- open source
- software systems
- software maintenance
- source code metrics
- software evolution
- software projects
- object detection
- high level
- case study
- machine learning
- unsupervised feature learning
- image representation
- probabilistic model
- mental models
- plagiarism detection
- source files
- data mining