Detecting Adversarial Perturbations in Multi-Task Perception

Marvin Klingner, Varun Ravi Kumar, Senthil Yogamani +2

While deep neural networks (DNNs) achieve impressive performance on environment perception tasks, their sensitivity to adversarial perturbations limits their use in practical appli…