Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models

Faouzi Adjed, Mallek Mziou-Sallami, Frédéric Pelliccia, Mehdi Rezzoug, Lucas Schott, Christophe Bohn, Yesmina Jaâfra. Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models. Neural Computing and Applications, 34(19):17129-17144, 2022. [doi]

Abstract

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