Improved AI Methods to Detect Programming Errors
Machine learning (ML), i.e. automatic learning from data, can help reduce the error rates of such SAST tools. A large-scale study has now examined the effectiveness of the use of machine learning methods [...] is that supervised approaches to machine learning are used in most cases, although they have significant disadvantages. “If you want to use supervised learning approaches, you need good data sets for training [...] behalf of the German Federal Office for Information Security (BSI). As part of the project “Machine Learning in the Context of Static Application Security Testing – ML-SAST,” they carried out surveys, expert