Detecting Overfitting of Machine Learning Techniques for Automatic Vulnerability Detection.
Niklas RissePublished in: ESEC/SIGSOFT FSE (2023)
Keyphrases
- automatic detection
- detection rate
- false alarms
- detection method
- automatically detecting
- detection accuracy
- detection algorithm
- fully automatic
- false positives
- event detection
- real world
- robust detection
- machine learning
- semi automatic
- artificial intelligence
- region detection
- low false alarm rate
- data driven
- decision trees
- false positive rate
- vehicle detection
- automated detection
- neural network