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Megatron Bridge CVE-2026-61774

| EUVDEUVD-2026-69325 HIGH
Deserialization of Untrusted Data (CWE-502)
2026-09-01 psirt@nvidia.com GHSA-fqvx-x4x2-xrph
7.8
CVSS 3.1 · Vendor: nvidia
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Severity by source

Vendor (nvidia) PRIMARY
7.8 HIGH
AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
vuln.today AI
7.8 HIGH

Local vector and low privilege match a local deserialization attack by any authenticated user with full system impact and no scope change.

3.1 AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
4.0 AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Primary rating from Vendor (nvidia).

CVSS VectorVendor: nvidia

Attack Vector
Local
Attack Complexity
Low
Privileges Required
Low
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High

Lifecycle Timeline

2
Analysis Generated
Sep 01, 2026 - 16:45 vuln.today
CVE Published
Sep 01, 2026 - 16:17 cve.org
HIGH 7.8

DescriptionCVE.org

NVIDIA Megatron Bridge contains a vulnerability where an attacker could cause a deserialization of untrusted data. A successful exploit of this vulnerability might lead to code execution, data tampering, and information disclosure.

AnalysisAI

Deserialization of untrusted data in NVIDIA Megatron Bridge allows a low-privileged local user to achieve arbitrary code execution, data tampering, and information disclosure on the affected host. Reported directly by NVIDIA PSIRT (psirt@nvidia.com) and classified CWE-502, the flaw requires only local system access with standard user privileges, elevating insider threat and lateral-movement risk in shared AI training environments. …

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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata

Access
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Delivery
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Exploit
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Execution
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Persist
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Impact
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Vulnerability AssessmentAI

Exploitation Exploitation requires local system access with at least a standard authenticated user account (CVSS PR:L), consistent with any non-guest OS login on the affected host. … Additional conditions and limiting factors are described in the full assessment.
Risk Assessment The CVSS 7.8 High rating reflects a local deserialization exploit with low-privilege access (PR:L, AV:L, AC:L) yielding full C/I/A impact, which is an internally consistent and credible scoring given the vulnerability class. … Full risk analysis with EPSS, KEV, and SSVC signal comparison available after sign-in.
Exploit Scenario Full exploit scenario with step-by-step reproduction available after sign-in.
Remediation The primary remediation is to apply the vendor-supplied patch referenced in the NVIDIA product security advisory at https://github.com/NVIDIA/product-security/tree/main/2026/5868; however, no specific fixed version number was present in the available data, so administrators must consult NVIDIA PSIRT directly to confirm the patched release and avoid deploying an insufficient update. … Detailed patch versions, workarounds, and compensating controls in full report.

Recommended ActionAI

Within 24 hours, inventory all systems running NVIDIA Megatron Bridge and document user access permissions, prioritizing shared or multi-tenant AI training clusters. …

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CVE-2026-61774 vulnerability details – vuln.today

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