Prompt Injection Recipe (Original video)

Ingredients:

• Large language model (such as GPT-3)
• Web application with text input
• Malicious SQL prompt or text prompt

Instructions:

1. Understand the concept of prompt injection, which is injecting a malicious prompt into a large language model to alter the output or gain unauthorized access.
2. Be aware of the potential security risks of prompt injection, including prompt leaking, where a malicious prompt can reveal sensitive information.
3. Pay attention to prompt engineering when building a web application using a large language model, especially GPT-3.
4. Train and teach prompt engineering to prevent prompt injection and prompt leaking.
5. Regularly check for vulnerabilities and exploits related to prompt injection in your web application.
6. If you have any questions or concerns, seek help from experts in the field.