ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector

Shang-Tse Chen, Cory Cornelius, Jason Martin +1

Given the ability to directly manipulate image pixels in the digital input space, an adversary can easily generate imperceptible perturbations to fool a Deep Neural Network (DNN) i…