Optimizing software vulnerability detection using RoBERTa and machine learning.
Cho Xuan DoNguyen Trong LuuPhuong Thi Lan NguyenPublished in: Autom. Softw. Eng. (2024)
Keyphrases
- machine learning
- detection algorithm
- text classification
- false alarms
- detection rate
- software systems
- software development
- text mining
- natural language processing
- object detection
- information extraction
- detection method
- software architecture
- feature selection
- automatic detection
- software maintenance
- detection accuracy
- security risks
- source code
- learning algorithm
- artificial intelligence
- pattern recognition
- support vector machine
- learning systems
- user interface
- false positives
- machine learning methods
- machine learning algorithms
- learning tasks
- case study
- computer vision
- computer systems
- data mining
- software design
- neural network