Only if the adversarial image printed doesn't look like the stop sign, though the example in this article shows that it's entirely possible to make an image tha

Only if the adversarial image printed doesn't look like the stop sign, though the example in this article shows that it's entirely possible to make an image that just looks like a distorted/badly-printed kitten to a human but completely different to a computer. A similar image for a stop sign might just look like wear in the paint or weird reflections or something but still look like a stop sign to a human.