Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2

NeurIPSSpotlight2025

Authors
Ziqi Zhou, Yifan Hu, Yufei Song, Zijing Li, Shengshan Hu, Leo Yu Zhang, Dezhong Yao, Long Zheng, Hai Jin
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

Recent studies reveal the vulnerability of the image segmentation foundation model SAM to adversarial examples…

Opening excerpt from the authors’ abstract. source

Read the paper

Topics

segmentation adversarial

Related NeurIPS papers

← All NeurIPS 2025 Spotlight papers · Browse the whole archive