CVSS Vector
CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Lifecycle Timeline
3Description
NVIDIA Model Optimizer for Windows and Linux contains a vulnerability in the ONNX quantization feature, where a user could cause unsafe deserialization by providing a specially crafted input file. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, data tampering, and information disclosure.
Analysis
NVIDIA Model Optimizer for Windows and Linux contains an unsafe deserialization vulnerability in its ONNX quantization feature that allows attackers to execute arbitrary code by providing a malicious input file. Users who process untrusted ONNX model files are at risk of complete system compromise, including code execution, privilege escalation, data tampering, and information disclosure. …
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Remediation
Within 24 hours: Identify all systems running NVIDIA Model Optimizer and audit recent ONNX file processing activities; disable the ONNX quantization feature if non-essential. Within 7 days: Implement network segmentation to isolate Model Optimizer systems from critical infrastructure; restrict file import capabilities to trusted internal sources only; establish a process for vetting external ONNX models before processing. …
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External POC / Exploit Code
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EUVD-2026-15003