Robust Feature Inference: A Test-time Defense Strategy using Spectral Projections

Anurag Singh, Mahalakshmi Sabanayagam, Krikamol Muandet +1

Test-time defenses are used to improve the robustness of deep neural networks to adversarial examples during inference. However, existing methods either require an additional train…