A single image perturbation trained on text-image pairs disrupts SAM3 concept segmentation, cutting average mask AP from 59.43 to 18.73 across five benchmarks.
Black-BoxTargeted Adversarial Attack on Segment Anything (SAM).Trans
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Universal Concept Disruption for SAM3 Image Segmentation
A single image perturbation trained on text-image pairs disrupts SAM3 concept segmentation, cutting average mask AP from 59.43 to 18.73 across five benchmarks.