Recurrent Attention Model with Log-Polar Mapping is Robust against Adversarial Attacks

Taro Kiritani, Koji Ono

Convolutional neural networks are vulnerable to small ${\ell }^p$ adversarial attacks, while the human visual system is not. Inspired by neural networks in the eye and the brain, we d…