Severity by source
AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
Local vector and low privilege confirmed by description; full CIA impact follows from arbitrary code execution via deserialization gadget chain.
Primary rating from Vendor (nvidia).
CVSS VectorVendor: nvidia
Lifecycle Timeline
2DescriptionCVE.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.
Articles & Coverage 2
AnalysisAI
Deserialization of untrusted data in NVIDIA Megatron Bridge allows a local attacker with low privileges to achieve arbitrary code execution, tamper with data, and disclose sensitive information on affected systems. Rooted in CWE-502, the flaw arises when the bridge component deserializes attacker-influenced data without adequate validation - a well-understood attack class that is particularly dangerous in distributed AI training infrastructure where serialized model state or inter-process messages transit between components. …
Unlock full vulnerability intelligence
- Risk assessment & exploitation conditions
- Attack chain visualization
- Remediation with exact patch versions
- Threat intelligence from 22 sources
- Personal watchlist & email alerts
Free forever · No credit card required
Attack ChainAIDerived
Hypothetical attack flow derived from CVE metadata
Vulnerability AssessmentAI
| Exploitation | Exploitation requires local user-level access (PR:L per CVSS) to the system where NVIDIA Megatron Bridge is installed and running. … Additional conditions and limiting factors are described in the full assessment. |
| Risk Assessment | The CVSS 7.8 score reflects genuine severity: low-privilege local access is sufficient, attack complexity is low, and the full CIA triad is compromised if exploitation succeeds. … 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 | Consult and apply the remediation prescribed in the NVIDIA Product Security advisory at https://github.com/NVIDIA/product-security/tree/main/2026/5868. … Detailed patch versions, workarounds, and compensating controls in full report. |
Recommended ActionAI
Within 24 hours, conduct a complete inventory of systems running NVIDIA Megatron Bridge, document installed versions, and isolate or disable the component where operationally feasible. …
Sign in for detailed remediation steps and compensating controls.
Threat intelligence, references, and detailed analysis are available after sign-in.
More in Nemo Megatron Bridge
View allDeserialization of untrusted data in NVIDIA Megatron Bridge allows a local attacker with low privileges to achieve arbit
Deserialization of untrusted data in NVIDIA Megatron Bridge allows a local attacker with low privileges to achieve arbit
Deserialization of untrusted data in NVIDIA Megatron Bridge allows a local attacker with low-privilege access to achieve
Local code execution in NVIDIA Megatron Bridge exploits unsafe deserialization of attacker-controlled data, allowing a l
Deserialization of untrusted data in NVIDIA Megatron Bridge exposes affected systems to code execution, data tampering,
Deserialization of untrusted data in NVIDIA Megatron Bridge allows a low-privileged local user to achieve arbitrary code
Deserialization of untrusted data in NVIDIA Megatron Bridge allows a local attacker with low privileges to achieve arbit
Deserialization of untrusted data in NVIDIA Megatron Bridge enables a local low-privileged attacker to achieve code exec
Deserialization of untrusted data in NVIDIA Megatron Bridge exposes local users to code execution, data tampering, and i
Deserialization of untrusted data in NVIDIA Megatron Bridge exposes systems to local code execution, data tampering, and
Deserialization of untrusted data in NVIDIA Megatron Bridge allows a local attacker with low privileges to achieve code
Deserialization of untrusted data in NVIDIA Megatron Bridge allows a local attacker with low privileges to achieve full
Same weakness CWE-502 – Deserialization of Untrusted Data
View allShare
External POC / Exploit Code
Leaving vuln.today
EUVD-2026-69307
GHSA-7w88-xwp7-ff8g