Detecting Software Code Vulnerabilities Using 2D Convolutional Neural Networks with Program Slicing Feature Maps.
Anne WatsonEkincan UfuktepeKannappan PalaniappanPublished in: AIPR (2022)
Keyphrases
- program slicing
- feature maps
- source code
- convolutional neural networks
- description languages
- formal verification
- fault localization
- software metrics
- reverse engineering
- software systems
- open source
- software maintenance
- software projects
- software testing
- model checking
- kernel function
- neural network
- saliency map
- description language
- software evolution
- self organizing maps
- regression testing
- high level
- case study
- software architecture
- software development
- semi supervised