Fermi-Bose Machine achieves both generalization and adversarial robustness

Mingshan Xie, Yuchen Wang, Haiping Huang

Distinct from human cognitive processing, deep neural networks trained by backpropagation can be easily fooled by adversarial examples. To design a semantically meaningful represen…