no code implementations • ICCV 2017 • Jan Hendrik Metzen, Mummadi Chaithanya Kumar, Thomas Brox, Volker Fischer
We show empirically that there exist barely perceptible universal noise patterns which result in nearly the same predicted segmentation for arbitrary inputs.
no code implementations • 3 Mar 2017 • Volker Fischer, Mummadi Chaithanya Kumar, Jan Hendrik Metzen, Thomas Brox
Machine learning methods in general and Deep Neural Networks in particular have shown to be vulnerable to adversarial perturbations.