How I Built an LLM Honeypot to Trap Prompt Injection Attacks

The Problem

With the rise of ChatGPT and enterprise LLM integrations, a new attack vector has emerged: Prompt Injection and Jailbreaking. Hackers are actively trying to:

Extract system prompts

Bypass content filters

Steal sensitive data through LLMs