Real-Time Detectors for Digital and Physical Adversarial Inputs to Perception Systems

Yiannis Kantaros, Taylor Carpenter, Kaustubh Sridhar +3

Deep neural network (DNN) models have proven to be vulnerable to adversarial digital and physical attacks. In this paper, we propose a novel attack- and dataset-agnostic and real-t…