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20242026
most citedVisual Adversarial Attack on Vision-Language Models for Autonomous Driving

2 citations · 4 across the 7 of their papers we have counts for

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cs.CV2026

Benchmarking the Robustness of Autonomous Driving to Environmental Illusions: A Lane Perception Perspective

Tianyuan Zhang, Xianglong Liu, Aishan Liu +6

Environmental illusions (eg., shadows, reflections, and tire marks) are naturally existing yet overlooked phenomena in real-world driving environments. They can disturb visual perc…