What is prompt injection? How it reaches AI through documents
Learn how prompt injection can reach AI through external documents, what the warning signs mean and which layered checks can reduce risk before use.
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Prompt injection
Understand how hidden and instruction-like content can enter an AI project through documents—and how to check it before use.
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Prompt injection guides and articles.
Every published resource filed under Prompt injection. The foundational guide appears first where one applies.
1 guide · 7 articles
Prompt injection statistics 2026: what the data actually shows
Explore prompt injection statistics for 2026, with source context on research papers, resumes, PDF detection and what the benchmarks actually measure.
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How to check a document for prompt-injection signals
Learn how to check a document for prompt-injection signals, assess coverage and limits, and decide whether it should enter an AI workflow.
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CV and resume prompt injection: evidence, risks and checks
Understand hidden prompts in CVs and resumes, what early evidence shows, and how recruiters can review documents before AI-assisted screening.
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PDF prompt injection: when AI reads more than the page shows
Learn how hidden or machine-readable PDF content can reach AI workflows, what current detection research shows, and how to review a PDF before use.
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Prompt injection examples: six patterns in documents and AI workflows
See harmless prompt injection examples from documents and AI workflows, learn what each pattern tries to change and understand the right next step.
Read articleHidden prompt injection in research papers: what the evidence shows
See what current studies show about hidden prompts in research papers, where the evidence stops, and how to check papers before AI-assisted review.
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What is indirect prompt injection in a document?
Learn how indirect prompt injection travels from external documents into AI context, how it differs from direct injection and which controls reduce risk.
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More guidance connected to Prompt injection.
These resources keep their primary category, but share a closely related topic.
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RAG security: risks, controls and a practical threat model
Threat-model a RAG system across documents, indexing, retrieval and generation, then apply layered controls for permissions, provenance and testing.
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