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CVE-2025-23312VulnerabilityPublished Updated

CVE-2025-23312: NVIDIA NeMo Framework · Code Injection

Affects NVIDIA NeMo FrameworkSource CVE Database V5

0

Not known to be exploited · CVSS 7.8 High : upgrade to 2.4.0 soon.

Data as of 26 Oct 2026, 06:26 UTC

CVSS 3.1 base score
7.8High
How severe the flaw is on the 0–10 CVSS scale.
EPSS
0.2% chance of exploitation in 30 days – higher than 15% of CVEsExploit Prediction Scoring System: the likelihood attackers will use this flaw soon.
Patch
Available – fixed in 2.4.0
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H

Exploitation evidence

  1. Disclosed: evidence found.

    CVE published 26 Aug 2025

  2. Detectable: no evidence on record.

    No public nuclei template indexed

  3. Weaponised: no evidence on record.

    No public exploit code indexed in Metasploit or Exploit-DB

  4. Exploited in the wild: no evidence on record.

    Not in CISA KEV and no source reports exploitation

  5. Observed by OffSeq Mirage: no evidence on record.

    No attack traffic recorded by OffSeq Mirage sensors

A missing step is not evidence of safety. Sources: cve.org (opens in a new tab), the Metasploit, Exploit-DB and nuclei-templates index as of 2026-10-26.

What to do

Upgrade NVIDIA NeMo Framework to 2.4.0.

Affected software

ProductAffectedFixed in
NVIDIA NeMo FrameworkAffected
  • <2.4.0
Fixed in
  • 2.4.0

AI-suggested

To mitigate CVE-2025-23312 effectively, organizations should: 1) Upgrade the NVIDIA NeMo Framework to version 2.4.0 or later as soon as it becomes available, since this version addresses the vulnerability. 2) Until patching is possible, restrict access to the retrieval services component to trusted users with minimal privileges to reduce the risk of exploitation. 3) Implement strict input validation and sanitization on all data processed by the retrieval services to prevent malicious code injection. 4) Employ application whitelisting and runtime application self-protection (RASP) techniques to detect and block unauthorized code execution attempts. 5) Monitor system and application logs for unusual activity indicative of exploitation attempts, such as unexpected code execution or privilege escalations. 6) Conduct regular security audits and penetration testing focused on AI frameworks and their components. 7) Educate developers and system administrators about secure coding practices and the risks of code injection in AI frameworks. 8) Isolate AI workloads in segmented environments to limit lateral movement if exploitation occurs. These measures combined will reduce the attack surface and improve detection and response capabilities.

Description

NVIDIA NeMo Framework for all platforms contains a vulnerability in the retrieval services component, where malicious data created by an attacker could cause a code injection. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, information disclosure, and data tampering.

References

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