Eduardo K. Viegas

Towards a Robust Adversarial Patch Attack Against Unmanned Aerial Vehicles Object Detection

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 f…