AI Navigate

Preventing Prompt Injection as an Organization

AI Navigate Original / 5/16/2026

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Key Points

Prompt injection hijacks AI via instructions in external data/input
Attacks: planted pages/emails, RAG hidden commands, browsed-page hijack
Layered defense: separate data, least privilege, output check, approval
Perfect defense is hard; design so hijack causes no serious damage

Preventing Prompt Injection as an Organization

Prompt injection is an attack where malicious instructions hidden in external data or user input hijack the AI. The more you embed AI in work, the higher the risk.

Typical Attacks

Planting "ignore previous instructions and..." in web pages, emails, documents
Hidden commands in documents ingested by RAG
Hijack from a page an agent browsed to

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Preventing Prompt Injection as an Organization

Key Points

Preventing Prompt Injection as an Organization

Typical Attacks

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