Jailbreaking Jailbreaks: A Proactive Defense for LLMs
Weiliang Zhao, Daniel Ben-Levi, Jinjun Peng et al.
· 1 citation
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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