Jeremy Dawson

SmoothFool: An Efficient Framework for Computing Smooth Adversarial\n Perturbations

2019 · arXiv (Cornell University)

Deep neural networks are susceptible to adversarial manipulations in the\ninput domain. The extent of vulnerability has been explored intensively in\ncases of $\\ell_p$-bounded and $\\ell_p$-minimal adversarial perturbations.\nHowever, the vulnerability of DNNs to adversarial perturbations with specific\nstatistical …