Why it matters

Translation jailbreak exploits multilingual gaps. Understanding shapes multilingual defense.

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The architecture

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Safety weaker in tail languages.

Translation jailbreakLow-resource langor translateWeaker safetyin tail langsContent emittedharmful outputYong et al. 2023 GPT-4 attack; multilingual safety training reduces gap
Translation.
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How it works end to end

Zulu, Gaelic, others historically effective.

Multilingual safety training reduces.

Language-agnostic classifiers.