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Prompt Injection Through Documents: How to Harden an LLM Extraction Pipeline

A document is not a passive object once a language model reads it. Anything printed, hidden or embedded in a PDF becomes part of the model's context, and text in context can read as an instruction. That is the whole of indirect prompt injection: an attacker who can get a file into your inbox can tr…

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  1. 2026-11-02 14:47 · DEV Community — AI
    Prompt Injection Through Documents: How to Harden an LLM Extraction Pipeline

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