Denoised Internal Models: a Brain-Inspired Autoencoder against Adversarial Attacks

Kaiyuan Liu, Xingyu Li, Yurui Lai +6

Despite its great success, deep learning severely suffers from robustness; that is, deep neural networks are very vulnerable to adversarial attacks, even the simplest ones. Inspire…