Florian Biboud: Deep Learning for intelligent selection of code analysis strategies

Abstract.

Code analysis is an important aspect for code safety and security. It allows electronics devices to run smoothly and without error. During an analysis choosing the right strategy to analyse a code is crucial to enhance precision and reducing the time taken by analysis.
I will present to you the method that I have implemented to choose the right strategies in function of the target code. This method relies on Graph Neural Network a variation of classical Neural Network. I will present what Graph Neural Network is, along with a short overview of what is Machine Learning and common techniques.