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CVE-2026-16497

Quick assessment

Affected
NVIDIA Triton Inference Server
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

NVIDIA Triton Inference Server是美国NVIDIA公司开源的一个AI模型推理服务系统。 NVIDIA Triton Inference Server 26.06版本及之前版本存在资源管理错误漏洞，该漏洞源于攻击者可导致过度迭代，成功利用可能导致拒绝服务。

CVSS 7.5 · High EPSS 0.43% · P37

Possible ATT&CK Techniques 1 AI

T1499 · Endpoint Denial of Service

Affected Version Matrix 1

VendorProduct Version RangeStatus
NVIDIA Triton Inference Server 0.0-26.06 affected
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I. Basic Information for CVE-2026-16497

Vulnerability Information
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Vulnerability Title
N/A
Source: CVE Program / CVE List V5
Vulnerability Description
NVIDIA Triton Inference Server for Linux contains a vulnerability where an attacker could cause excessive iteration. A successful exploit of this vulnerability might lead to denial of service.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
过度迭代
Source: CVE Program / CVE List V5
Vulnerability Title
NVIDIA Triton Inference Server 资源管理错误漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
NVIDIA Triton Inference Server是美国NVIDIA公司开源的一个AI模型推理服务系统。 NVIDIA Triton Inference Server 26.06版本及之前版本存在资源管理错误漏洞，该漏洞源于攻击者可导致过度迭代，成功利用可能导致拒绝服务。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
NVIDIA Triton Inference Server 0.0-26.06 -

II. Public POCs for CVE-2026-16497

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III. Intelligence Information for CVE-2026-16497

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Vendor Advisories for CVE-2026-16497 (2)

Other References for CVE-2026-16497 (1)

IV. Related Vulnerabilities

Same product: Triton Inference Server
Same vendor: NVIDIA
Same weakness: CWE-834

V. Comments for CVE-2026-16497

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