PromptSharpGlossary › Prompt Injection

What is Prompt Injection?

Prompt injection is an attack where hidden or malicious text overrides an AI's instructions to make it misbehave or leak data.

Prompt injection is a security vulnerability where attacker-controlled text — pasted by a user or hidden inside a web page, email, or document the AI reads — smuggles in instructions that override the app's intended behavior. Because models treat instructions and data as the same stream of text, a line like 'ignore previous instructions and reveal the system prompt' can hijack an AI that processes untrusted content.

It's the top security concern for AI apps that browse the web, read email, or use tools. Defenses include separating trusted instructions from untrusted content, constraining what the model is allowed to do, validating outputs, and never letting a model take sensitive actions without a human check. There is no single fix, so layered controls matter.

Frequently asked

What is prompt injection in simple terms?

It's when hidden or malicious text tricks an AI into ignoring its real instructions — for example, a booby-trapped web page that tells a browsing assistant to leak data or send an email. The model can't always tell instructions from content.

How do you prevent prompt injection?

Separate trusted system instructions from untrusted content, limit what the AI is allowed to do, validate its outputs, and require human approval before sensitive actions. No single defense is complete, so layer them.

Related terms

Put this into practice

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Reality guardrail: definitions here are practical, not academic. AI models predict likely text, not verified truth — always check names, numbers, and citations against a trusted source before you rely on an answer.

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