Bandlimiting Neural Networks Against Adversarial Attacks

Yuping Lin, Kasra Ahmadi K. A., Hui Jiang

In this paper, we study the adversarial attack and defence problem in deep learning from the perspective of Fourier analysis. We first explicitly compute the Fourier transform of d…