ReasonGate: An Explainable Security Gate for LLM Prompt Injection
ReasonGate is an explainable security gate for LLM applications, providing auditable reasons for decisions.
ReasonGate introduces an explainable security gate for LLM applications, ensuring every decision is backed by an auditable reason. It effectively prevents real breaches, as demonstrated when a bank support agent encounters a customer record with hidden instructions. By analyzing user prompts, retrieved context, and model outputs, ReasonGate provides layered security against prompt injection attacks.