Ali Thabet

Towards Assessing and Characterizing the Semantic Robustness of Face Recognition

2022 · arXiv (Cornell University)

Deep Neural Networks (DNNs) lack robustness against imperceptible perturbations to their input. Face Recognition Models (FRMs) based on DNNs inherit this vulnerability. We propose a methodology for assessing and characterizing the robustness of FRMs against …