Verifying Attention Robustness of Deep Neural Networks against Semantic Perturbations

Satoshi Munakata, Caterina Urban, Haruki Yokoyama +2

It is known that deep neural networks (DNNs) classify an input image by paying particular attention to certain specific pixels; a graphical representation of the magnitude of atten…