CVE-2026-24149

NVIDIA · Megatron-LM

A code injection vulnerability in NVIDIA Megatron-LM for all platforms allows an attacker to execute arbitrary code by providing malicious data to a vulnerable script.

Executive summary

NVIDIA Megatron-LM contains a high-severity code injection vulnerability that could allow an attacker to execute malicious code across all supported platforms.

Vulnerability

The vulnerability exists in a script within the Megatron-LM framework. An attacker can create malicious data that, when processed by the script, triggers a code injection, allowing for the execution of arbitrary commands in the context of the application.

Business impact

This flaw poses a severe risk to AI and machine learning environments, potentially allowing an attacker to steal proprietary models, manipulate training data, or gain a foothold in high-performance computing clusters. The CVSS score of 7.8 indicates a High severity risk due to the potential for complete system compromise.

Remediation

Immediate Action: Apply the security updates provided by NVIDIA for Megatron-LM immediately to patch the vulnerable script.

Proactive Monitoring: Review system logs for unusual process execution or network connections originating from the machine learning environment.

Compensating Controls: Implement strict input validation on all data processed by Megatron-LM scripts and isolate the training environment from the broader corporate network.

Exploitation status

Public Exploit Available: false

Analyst recommendation

NVIDIA Megatron-LM is a critical component in many AI pipelines. Organizations should prioritize patching this code injection vulnerability immediately to protect their intellectual property and computational resources from unauthorized access.