SAM Encoder Breach by Adversarial Simplicial Complex Triggers Downstream Model Failures

Yi Qin, Rui Wang, Tao Huang +2

While the Segment Anything Model (SAM) transforms interactive segmentation with zero-shot abilities, its inherent vulnerabilities present a single-point risk, potentially leading t…