This European project aims to create a trusted AI evaluation environment for ML with a view to developing an aeronautical certification framework for these algorithms. The applications of the environment developed will be exclusively linked to machine learning evaluations relating to safety in all the areas covered by the EASA’s basic regulations.
In the aeronautics industry, the challenge is the reliability of Machine Learning and Deep Learning solutions. Guarantees are sought on the “generalization of the machine learning model”, the “exhaustiveness and representativeness of the data”, and the “robustness of the algorithms and models”.