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

Time: Fri 2023-03-03 13.15 - 14.00

Location: Albano hus 1, Cramér room

Participating: Florian Biboud (KTH/SU)


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.