Projection-based Adversarial Attack using Physics-in-the-Loop Optimization for Monocular Depth Estimation

Takeru Kusakabe, Yudai Hirose, Mashiho Mukaida +1

Deep neural networks (DNNs) remain vulnerable to adversarial attacks that cause misclassification when specific perturbations are added to input images. This vulnerability also thr…