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redteam-indirect-web-pwn (Red Team Data Exfiltration via Indirect Web Prompt Injection)
You can run this example with:
npx promptfoo@latest init --example redteam-indirect-web-pwn
cd redteam-indirect-web-pwn
Introduction
This example demonstrates how to test an AI assistant for data exfiltration vulnerabilities using promptfoo's indirect-web-pwn strategy.
The attack works by:
- Creating a web page with hidden prompt injection instructions
- Asking the AI assistant to fetch and summarize the page
- The injected instructions attempt to trick the model into encoding sensitive data into URL query parameters (e.g., markdown images like
)
The custom provider (provider.js) simulates a realistic AI assistant with a web_fetch tool that actually fetches URLs, making it a valid target for this attack.
Setup
- Install dependencies:
npm install
- Set your OpenAI API key:
export OPENAI_API_KEY=your-api-key-here
Running
Run the full red team scan (generates test cases and evaluates) in one command:
npx promptfoo@latest redteam run
View results:
npx promptfoo@latest view
What to Look For
- FAIL results indicate the model attempted to exfiltrate data by embedding values in URL query parameters or markdown images
- PASS results indicate the model refused the injection or did not attempt exfiltration