An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models

Haochen Luo, Jindong Gu, Fengyuan Liu, Philip H. S. Torr
2/12/2026

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@article{luo2026image,
  title  = {An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models},
  author = {Haochen Luo and Jindong Gu and Fengyuan Liu and Philip H. S. Torr},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:a6f01cda1d53cef6345d6ea9dfd4258286da5853},
  journal = {ICLR 2024 2024}
}

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An Image Is Worth 1000 Lies: Transferability of Adversarial Images across Prompts on Vision-Language Models | Code of Paper