Ju Jia
1 indexed paper
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126
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Crypto×1AI×1
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2026
Babel: Jailbreaking Safety Attention via Obfuscation Distribution Optimized Sampling
The paper introduces Babel, an efficient black-box attack framework that systematically exploits intrinsic safety gaps in LLMs by optimizing text obfuscation sampling, achieving state-of-the-art jailbreak success rates on commercial models.
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Papers
cs.CRcs.AIRecentMay 18, 2026
Babel: Jailbreaking Safety Attention via Obfuscation Distribution Optimized Sampling
Ziwei Wang, Jing Chen, Ruichao Liang, Zhi Wang +5 more
The paper introduces Babel, an efficient black-box attack framework that systematically exploits intrinsic safety gaps in LLMs by optimizing text obfuscation sampling, achieving state-of-the-art jailb…
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