Trent Holmes

Scarecrow: Making the Attacker’s AI Say No

We developed Scarecrow, a tool that hides refusal instructions in documents so AI agents ingesting them are prompted to stop processing. Our findings show that this same technique can help defenders disrupt AI-driven access to sensitive documents.

TrendAI™ Research, Aya Debbagh, Trent Holmes