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

Jia, Haoxuan et al.
arXiv (All) · Papers
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computation-and-languagecryptography-and-security
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 injection is settled when the injection is read. We
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