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R. Shah

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#artificial intelligence Nov 2025

Jailbreaking in the Haystack

NINJA (short for Needle-in-haystack jailbreak attack), a method that jailbreaks aligned LMs by appending benign, model-generated content to harmful user goals to reveal fundamental vulnerabilities in modern LMs.

R. Shah, C. Wu, Shashwat Saxena et al. · arXiv.org · 4 citations