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Jens Ernstberger

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#artificial intelligence Preprint Oct 2026

Language Is a Security Surface for Agent Guards

Step-level guards decide, before each tool call, whether an agent's next action is safe given the user's request and the trajectory so far. Users write those requests in many languages, while guard prompts and the benchmarks on which purpose-built guards are trained and evaluated are English. We ask whether a guard's v...

Hasan Demirkiran, Jens Ernstberger · 0 citations

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