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Adversarial Examples that Fool Detectors
An adversarial example is an example that has been adjusted to produce a wrong label when presented to a system at test time.
Standard detectors aren't (currently) fooled by physical adversarial stop signs
Finally, an adversarial pattern on a physical object that could fool a detector would have to be adversarial in the face of a wide family of parametric distortions (scale; view angle; box shift inside the detector; illumination; and so on).
NO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles
Instead, a trained neural network classifies most of the pictures taken from different distances and angles of a perturbed image correctly.
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