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Uncover prompt injection, insider threats with the Tenable One Model Refusal Detection

ID: a35040ce-9959-57ad-be6c-9edcebf5f479

STIX ID: report--a35040ce-9959-57ad-be6c-9edcebf5f479

Feed Name: Tenable Blog

Date Published: 2026-03-26

Date Updated: 2026-05-01

Author: Tom Barnea

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This Tenable blog introduces Model Refusal Detection in Tenable One AI Exposure, which treats LLM refusals to risky prompts as early-warning signals to detect prompt injection, insider threats, and adversarial behavior. It summarizes research into refusal types, model variability, and advocates a defense-in-depth approach to monitor and investigate attempts to bypass model guardrails.

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