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CVE-2025-23316

NVIDIA Triton Inference Server - Python backend

NVIDIA CVSS 9.8 Updated March 12, 2026

Executive Risk Summary

"A vulnerability in the NVIDIA Triton Inference Server's Python backend allows for remote code execution by manipulating the model name parameter in the model control APIs. Successful exploitation could lead to remote code execution, denial of service, information disclosure, and data tampering."

Operational Audit Arsenal

Target Type Executable
Target Asset triton-server.exe
Standard Path %PROGRAMFILES%\NVIDIA\Triton Inference Server
PowerShell
# 🛠️ Senior Engineer Universal Audit
# Target: triton-server.exe (Executable)
$Targets = 'triton-server.exe'
$SearchPaths = @("$env:windir\System32", "$env:ProgramFiles", "${env:ProgramFiles(x86)}")

Get-ChildItem -Path $SearchPaths -Include $Targets -Recurse -ErrorAction SilentlyContinue | 
Select-Object FullName, @{Name="Version";Expression={$_.VersionInfo.ProductVersion}}

Patch Impact Forecast

Reboot Required Likely

Inference services affected

Internal Work Notes

CVE-2025-23316: NVIDIA Triton Inference Server Python backend RCE vulnerability, requires patching to prevent remote code execution and other potential attacks.

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Intelligence Sources

Related NVIDIA Threats

Data compiled from NVD, MSRC, and CISA KEV Catalog. Intelligence synthesized via AI. Scripts provided for diagnostic purposes under MIT License.