CVE-2026-61779: NVIDIA Megatron Bridge deserialization vulnerability

CVE-2026-61779 · Severity: high · CVSS 7.8 · Published 2026-09-01

NVIDIA Megatron Bridge is a distributed training framework used to build large-scale machine learning models. An attacker can exploit a deserialization flaw by supplying malicious serialized data, potentially executing arbitrary code, modifying training data, or accessing sensitive model information on affected systems.

Technologies: Nvidia Megatron-Bridge, Nvidia Nemo Megatron Bridge. Vendors: Nvidia.

Quick answers

Is CVE-2026-61779 exploited in the wild?
No. Junglewise Threat Intelligence has no report of CVE-2026-61779 being exploited in the wild.
How severe is CVE-2026-61779?
High severity, with a CVSS score of 7.8, published 1 September 2026.
Which products and versions are affected?
NVIDIA Megatron Bridge.
Is there a fix for CVE-2026-61779?
No fixed version is recorded yet. Check the vendor's advisory in the references below. If you run it, Junglewise drafts a mitigation that fits your setup and applies it once you approve, with senior security engineers behind it.
How is CVE-2026-61779 attacked?
It is attacked over the network.
Am I affected by CVE-2026-61779?
Check whether you run Nvidia Megatron-Bridge or Nvidia Nemo Megatron Bridge. Junglewise does that check for you around the clock: connect your code, cloud and domains, and it matches new vulnerabilities like this one against what you actually run and tells you when one reaches you.

Technical details

The vulnerability is a deserialization of untrusted data flaw in NVIDIA Megatron Bridge. An attacker can craft malicious serialized payloads that, when deserialized by the application, execute arbitrary code on the system. The attack requires the ability to provide untrusted data to the deserialization routine; depending on deployment context, this may be network-accessible. A successful exploit can lead to remote code execution, data tampering, and information disclosure. Patch availability is not confirmed in the advisory text.

Affected products

  • NVIDIA Megatron Bridge

Timeline

  • 2026-09-01: disclosed

References

This page as Markdown. Free to reuse under CC BY 4.0 with a link back.