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Indirect Prompt Injection

Prompt injection delivered through a web page, email, file, search result, retrieved document, tool response, or similar material prepared by an attacker or untrusted third party, rather than being supplied by the user as the primary instruction.

Example

A retrieved document contains a sentence directing the system to perform an operation unrelated to the user's question, and the model treats that sentence as though it were an instruction from the user.

Distinctions and cautions

The distinguishing feature is that the injection reaches the model through external or untrusted content. An inaccurate statement in a document is not, by itself, Indirect Prompt Injection. The issue may arise in RAG or tool-using systems, but it is not synonymous with RAG itself or with generic tool-data contamination.

Evidence

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AI 100-2e2025 Adversarial Machine Learning

Title
AI 100-2e2025 Adversarial Machine Learning
Author / organization
Vassilev et al.; NIST
Year
2025
Source type / publication status
Government official technical publication; published
Supported concepts / claim context
Prompt Injection, direct/indirect variants, jailbreak boundary.
Scope and limitations
Cybersecurity taxonomy, not the AI Reliability Catalog ontology.
Access / version note
Published official source.
Recorded official URL / DOI / identifier
DOI: 10.6028/NIST.AI.100-2e2025 (DOI resolver)

Strengthening AI Agent Hijacking Evaluations

Title
Strengthening AI Agent Hijacking Evaluations
Author / organization
NIST CAISI
Year
2025
Source type / publication status
Government primary evaluation / official blog; current
Supported concepts / claim context
Indirect Prompt Injection; agent hijacking.
Scope and limitations
AgentDojo simulated environments; findings are simulation-scoped.
Access / version note
Official page referenced; exact URL not recorded.
Recorded official URL / DOI / identifier
As recorded: NOT_RECORDED_IN_RESEARCH_INPUT (official NIST page) (no URL inferred)

InjecAgent

Title
InjecAgent
Author / organization
Zhan et al.
Year
2024
Source type / publication status
Findings ACL peer-reviewed research; published
Supported concepts / claim context
Indirect Prompt Injection vulnerabilities.
Scope and limitations
1,054 cases across 30 agents; benchmark-specific conditions.
Access / version note
Published Findings ACL.
Recorded official URL / DOI / identifier
DOI: 10.18653/v1/2024.findings-acl.624 (DOI resolver)

ATLAS

Title
ATLAS
Author / organization
MITRE
Year
2026
Source type / publication status
Institutional security knowledge base; living/current
Supported concepts / claim context
Prompt Injection versus Jailbreak; context and tool poisoning boundaries.
Scope and limitations
A security taxonomy; not directly imported as the Catalog's reliability ontology.
Access / version note
Living knowledge base; exact URL not recorded.
Recorded official URL / DOI / identifier
As recorded: NOT_RECORDED_IN_RESEARCH_INPUT (official MITRE ATLAS page) (no URL inferred)