作者位次 #5/5ICML 2026Poster· Social Aspects / Safety
Jailbreaking Vision-Language Models Through the Visual Modality
Aharon Azulay · Jan Dubiński · Zhuoyun Li · Atharv Mittal · Yossi Gandelsman
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Aharon Azulay · Jan Dubiński · Zhuoyun Li · Atharv Mittal · Yossi Gandelsman
Itay Yona · Amir Sarid · Michael Karasik · Yossi Gandelsman
We introduce Doublespeak , a simple in-context representation hijacking attack against language models. The attack works by systematically replacing a harmful keyword (e.g., bomb ) with a benign token (e.g., carrot ) across multiple in-context examples, provided as a prefix to a harmful request....