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The Window Is in the Reasoning: When LLM Agents Decide to Follow Prompt Injections

arXiv:2610.24048v1 Announce Type: new Abstract: LLM agents that read untrusted content can be hijacked by prompt injections. Runtime monitors that try to catch a hijack before the agent acts, and benchmarks that score each task with a single run, share an assumption: whether an agent follows an inj…

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  1. 2026-10-21 04:00 · arXiv cs.CL
    The Window Is in the Reasoning: When LLM Agents Decide to Follow Prompt Injections

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