Detecting Adversarial Samples from Artifacts

Reuben Feinman, Ryan R. Curtin, Saurabh Shintre +1

Deep neural networks (DNNs) are powerful nonlinear architectures that are known to be robust to random perturbations of the input. However, these models are vulnerable to adversari…