The Fortified LLM Gateway: Defending Against Direct and Indirect Prompt Injection Attacks

Allowing users to upload third-party PDFs or URLs into an agent that has database tool access is an open invitation to Indirect Prompt Injection. Here is how I build hardened defensive gateways using token isolation and canary tokens.

Written and maintained by Hassan Nazir, Forward Deployed Engineer and Applied AI practitioner.