Safety and Robustness of Deep Neural Networks Object Recognition Under Generic Attacks

Mallek Mziou Sallami (1) , Mohamed Ibn Khedher (1) , Asma Trabelsi (2) , Samy Kerboua-Benlarbi (1) , Dimitri Bettebghor (2, 3)

1 IRT SystemX
2 Expleo Group
3 DMAS, ONERA, Université Paris Saclay (COmUE) [Châtillon]

Domaines: Intelligence artificielle [cs.AI]; Traitement du signal et de l'image [eess.SP]

Mallek Mziou Sallami, Mohamed Ibn Khedher, Asma Trabelsi, Samy Kerboua-Benlarbi, Dimitri Bettebghor. Safety and Robustness of Deep Neural Networks Object Recognition Under Generic Attacks. 26th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Society, Dec 2019, Sydney, Australia. pp.274-286, ⟨10.1007/978-3-030-36808-1_30⟩. ⟨hal-02473613⟩