Perceptual Evaluation of Adversarial Attacks for CNN-based Image Classification

Sid Ahmed Fezza , Yassine Bakhti (1, 2) , Wassim Hamidouche (2) , Olivier Deforges (2)

1 ICT - Institute of Chemical Technology [Prague]
2 IETR - Institut d'Électronique et des Technologies du numéRique

Keywords: perturbation; subjective evaluation; adversarial example; adversarial attack; deep neural network

Domains: Engineering Sciences [physics]

Sid Ahmed Fezza, Yassine Bakhti, Wassim Hamidouche, Olivier Deforges. Perceptual Evaluation of Adversarial Attacks for CNN-based Image Classification. 11th International Conference on Quality of Multimedia Experience (QoMEX), Jun 2019, Berlin, Germany. ⟨hal-02302604⟩