Towards a Robust Adversarial Patch Attack Against Unmanned Aerial Vehicles Object Detection
Samridha Shrestha,Saurabh Pathak,Eduardo K. Viegas,Samridha Shrestha,Saurabh Pathak,Eduardo K. Viegas
Object detection techniques for autonomous Un-manned Aerial Vehicles (UAV) are built upon Deep Neural Networks (DNN), which are known to be vulnerable to adversarial patch perturbation attacks that lead to object detection evasion. Yet, current adversarial patch generation schemes are not designed for UAV imagery settings. This paper proposes a new robust adversarial patch generation attack agains...