Nvidia NemoGuard Jailbreak Detect Guardrail Evasion
Mindgard researchers discovered that Nvidia's NemoGuard Jailbreak Detect classifier can be evaded by attackers, allowing prompt injections and jailbreaks to bypass guardrails designed to protect AI applications. The vulnerability was disclosed to Nvidia on March 11, 2025 and published on April 3, 2025.
What happened
Nvidia offers an open-source jailbreak classifier called NemoGuard Jailbreak Detect on HuggingFace, designed to detect and react to incoming prompt injections and jailbreaks in AI applications.
Security researchers at Mindgard demonstrated how an attacker can fully evade or greatly degrade the classification accuracy of the classifier, enabling prompt injections and jailbreaks to pass through filters to the protected AI application.
Classification
Sources and evidence
This record was researched and written by the Index, based on the following original reporting.