Severity by source
AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Primary rating from NVD · only source for this CVE.
CVSS VectorNVD
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Lifecycle Timeline
3DescriptionCVE.org
NVIDIA Triton Inference Server contains a vulnerability where an attacker may cause internal state corruption. A successful exploit of this vulnerability may lead to a denial of service.
AnalysisAI
NVIDIA Triton Inference Server contains a race condition vulnerability (CWE-362) that allows unauthenticated remote attackers to corrupt internal server state, resulting in a denial of service. The vulnerability affects NVIDIA Triton Inference Server across multiple versions and can be exploited over the network with low attack complexity requiring no privileges or user interaction. With a CVSS score of 7.5 (High) and an EPSS score not provided, this represents a significant availability risk for organizations running AI/ML inference workloads.
Technical ContextAI
NVIDIA Triton Inference Server is an open-source inference serving software that enables deployment of trained AI models from multiple frameworks (TensorFlow, PyTorch, ONNX, etc.) in production environments. The vulnerability stems from CWE-362 (Concurrent Execution using Shared Resource with Improper Synchronization, commonly known as a Race Condition), where multiple threads or processes access shared resources without proper locking mechanisms. In the context of Triton, this likely involves race conditions during request handling, model loading/unloading, or shared memory operations that manage inference state. The affected product is identified via CPE as cpe:2.3:a:nvidia:triton_inference_server:*:*:*:*:*:*:*:*, indicating broad version coverage pending specific version details from the vendor advisory.
RemediationAI
Organizations should immediately consult the NVIDIA security bulletin at https://nvidia.custhelp.com/app/answers/detail/a_id/5790 to identify affected versions and obtain the patched release of NVIDIA Triton Inference Server. Apply the vendor-provided security update as soon as possible following standard change management procedures. Until patching can be completed, implement network-level mitigations including restricting access to Triton Server endpoints to trusted IP ranges using firewall rules or network policies, deploying rate limiting to reduce race condition exploitation windows, and monitoring for unusual patterns of concurrent requests or server crashes that may indicate exploitation attempts. Consider placing Triton behind a reverse proxy or API gateway to add additional request filtering and anomaly detection capabilities.
The NVIDIA driver in the Graphics Drivers subsystem in Apple OS X before 10.11.4 allows attackers to execute arbitrary c
The NVIDIA driver before 307.78, and Release 310 before 311.00, in the NVIDIA Display Driver service on Windows does not
NVIDIA Windows GPU Display Driver (all versions) contains a vulnerability in DirectX drivers, in which a specially craft
Authentication bypass in NVIDIA Triton Inference Server allows unauthenticated remote attackers to reach protected funct
NVIDIA Windows GPU Display Driver (all versions) contains a vulnerability in DirectX drivers, in which a specially craft
NVIDIA Container Toolkit for Linux contains a Time-of-Check Time-of-Use (TOCTOU) vulnerability when used with default co
For the NVIDIA Quadro, NVS, and GeForce products, NVIDIA GeForce Experience R340 before GFE 2.11.4.125 and R375 before G
The NVIDIA Graphics Drivers subsystem in Apple OS X before 10.11.5 allows attackers to execute arbitrary code in a privi
NVIDIA Container Toolkit 1.16.1 or earlier contains a Time-of-check Time-of-Use (TOCTOU) vulnerability when used with de
The nvCommandQueue::GetHandleIndex method in the NVIDIA Graphics Drivers subsystem in Apple OS X before 10.11.5 allows a
nvSCPAPISvr.exe in the Stereoscopic 3D Driver Service in the NVIDIA GPU graphics driver R340 before 341.92, R352 before
For the NVIDIA Quadro, NVS, and GeForce products, NVIDIA Windows GPU Display Driver R340 before 342.00 and R375 before 3
Same weakness CWE-362 – Race Condition
View allSame technique Denial Of Service
View allShare
External POC / Exploit Code
Leaving vuln.today
EUVD-2025-208976
GHSA-gf35-gc84-4gf8