NVIDIA Megatron-LM for all platforms contains a vulnerability in a script, where malicious data created by an attacker may cause a code injection issu...
Description
NVIDIA Megatron-LM for all platforms contains a vulnerability in a script, where malicious data created by an attacker may cause a code injection issue
Remediation
Apply vendor security updates immediately. Monitor for exploitation attempts and review access logs.
Executive Summary:
A high-severity vulnerability has been identified in the NVIDIA Resiliency Extension for Linux. An attacker with access to an affected system could exploit a race condition in the checkpointing core, potentially leading to system instability, denial of service, or data corruption. Organizations using affected NVIDIA products are urged to apply vendor-supplied security updates to mitigate this risk.
Vulnerability Details
CVE-ID: CVE-2025-33235
Affected Software: NVIDIA Multiple Products
Affected Versions: See vendor advisory for specific affected versions
Vulnerability: The NVIDIA Resiliency Extension for Linux contains a race condition vulnerability within its checkpointing core. An attacker with local access to a vulnerable system can exploit this flaw by manipulating the timing and sequence of specific operations handled by the checkpointing process. Successful exploitation could corrupt memory or system state, leading to a denial of service (system crash) or other undefined behavior, potentially impacting data integrity.
Business Impact
This vulnerability is rated as High severity with a CVSS score of 7.8. Exploitation could lead to significant disruption of business operations that rely on systems equipped with affected NVIDIA hardware, particularly in high-performance computing (HPC) or data center environments. The primary risks include unexpected system downtime due to denial of service, loss of data integrity from corrupted checkpoints, and the potential for reputational damage if critical services are impacted. The requirement for local access reduces the likelihood of remote attack, but the vulnerability remains a serious threat in multi-user environments or if an attacker gains an initial foothold via other means.
Remediation Plan
Immediate Action: The primary remediation is to apply the security updates provided by NVIDIA across all affected systems as soon as possible. Before deploying the patch, organizations should test it in a non-production environment to ensure compatibility and stability. After patching, review system and application logs for any signs of pre-patch exploitation attempts.
Proactive Monitoring: Implement enhanced monitoring on critical systems utilizing the NVIDIA Resiliency Extension. Security teams should look for anomalous system behavior, including unexpected crashes, errors in logs related to the checkpointing core, and unusual CPU or memory usage associated with NVIDIA processes. Configure SIEM alerts to flag repeated failed access attempts or errors that could indicate an ongoing exploitation attempt.
Compensating Controls: If immediate patching is not feasible, organizations should implement compensating controls to reduce the risk. Restrict interactive and shell access to affected systems to only authorized and trusted administrative personnel. Employ the principle of least privilege to ensure user accounts do not have unnecessary permissions. If possible, use application control solutions to prevent the execution of unauthorized code that could be used to trigger the race condition.
Exploitation Status
Public Exploit Available: false
Analyst Notes: As of December 17, 2025, there are no known public proof-of-concept exploits or reports of this vulnerability being actively exploited in the wild. However, vulnerabilities of this nature are often targeted by threat actors for developing local privilege escalation or denial-of-service tools. The vulnerability requires local system access, making it a post-compromise tool rather than an initial access vector.
Analyst Recommendation
Given the High severity rating (CVSS 7.8) and the potential for service disruption and data corruption, it is strongly recommended that organizations prioritize the deployment of the vendor-supplied patches for CVE-2025-33235. While this vulnerability is not currently listed on the CISA KEV catalog, its high impact warrants immediate attention. Patching should be expedited on all critical production systems, especially those in multi-user or high-value environments.