Physical Adversarial Attack on Vehicle Detector in the Carla Simulator

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Abstract:

In this paper, we tackle the issue of physical adversarial examples for object detectors in the wild. Specifically, we proposed to generate adversarial patterns to be applied on vehicle surface so that it's not recognizable by detectors in the photo-realistic Carla simulator. Our approach contains two main techniques, an \textit{Enlarge...More

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