Dissociating spatial frequency reliance from adversarial robustness advantages in neurally guided deep convolutional neural networks

Zhenan Shao, Tianyu Ren, Chengxiao Wang +2

Deep convolutional neural networks (DCNNs) have rivaled humans on many visual tasks, yet they remain vulnerable to near-imperceptible perturbations generated by adversarial attacks…