ModelRefs / Prompt Injection — AI Glossary

Prompt Injection — AI Glossary

An attack where untrusted content in retrieved documents or tool outputs overrides or hijacks the model's instructions. OWASP's #1 LLM security risk.

Overview

OWASP's #1 LLM security risk. Direct injection overwrites the system prompt; indirect injection embeds instructions in retrieved web pages or documents. Defenses: clear delimiters, instruction hierarchies, never trusting tool output as instructions.

Reference details

Topicsafety
Last reviewed2026-06-24

Continue your research

Use these connected ModelRefs sections to compare alternatives, inspect implementation paths, and review the evidence and governance boundaries relevant to Prompt Injection — AI Glossary.

Frequently asked questions

What is Prompt Injection?

An attack where untrusted content in retrieved documents or tool outputs overrides or hijacks the model's instructions.

What concepts are related to Prompt Injection?

Closely related concepts include jailbreak, guardrails, rag.