An Empirical Study of the Imbalance Issue in Software Vulnerability Detection.
Yuejun GuoQiang HuQiang TangYves Le TraonPublished in: ESORICS (4) (2023)
Keyphrases
- automatic detection
- detection accuracy
- false positives
- software systems
- false alarms
- detection rate
- detection algorithm
- detection method
- software development
- user interface
- neural network
- change detection
- computer software
- security risks
- software projects
- software maintenance
- software package
- software quality
- security vulnerabilities
- software evolution
- software design
- risk assessment
- database
- software tools
- software components
- anomaly detection
- computer systems
- object oriented
- object recognition
- decision trees
- real time