no code implementations • 19 Apr 2022 • Kenneth T. Co, David Martinez-Rego, Zhongyuan Hau, Emil C. Lupu
In this work, we propose a novel approach, Jacobian Ensembles-a combination of Jacobian regularization and model ensembles to significantly increase the robustness against UAPs whilst maintaining or improving model accuracy.
