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Answer It or Not? Towards Prompt-Adapted Adversarial Images on Vision Language Models

Bai, Shunyuan et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
With the advancement in language modeling, research on adversarial images has recently shifted from image classifiers to vision-language models (VLMs). Despite the new, text-prompt-driven nature of VLMs, we find that existing VLM adversaries have largely overlooked the dynamics of text prompts. In a
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