Detecting Overfitting of Machine Learning Techniques for Automatic Vulnerability Detection
Niklas Risse · 2023
Recent results of machine learning for automatic vulnerability detection have been very promising indeed: Given only the source code of a function f, models trained by machine learning techniques can decide if f contains a security flaw with up to 70% accuracy.