Benchmarking the Physical-world Adversarial Robustness of Vehicle Detection

Understand

Adversarial attacks in the physical world can harm the robustness of detection models.

• Evaluating the robustness of detection models in the physical world can be challenging due to the time-consuming and labor-intensive nature of many experiments.
• Thus, virtual simulation experiments can provide a solution to this challenge.
• However, there is no unified detection benchmark based on virtual simulation environment.