Ship AI with Laravel: I Tricked My Own AI Into Leaking Everything

This article shows a real prompt-injection attack that extracts a Laravel AI support agent's system prompt and customer data. It then presents four practical defenses: hardened prompts, a local Ollama guard, tool-level authorization, and output filtering. The post closes the Ship AI with Laravel series with concrete security lessons for developers shipping LLM features.

Read the original source ↗

← back to the front page