MediumVulnerabilityLLM-specific

CVE-2026-24271: NVIDIA TensorRT-LLM resource allocation flaw in OpenAI-compatible inference API

Source: NVD(opens in a new tab)
Identifier: CVE-2026-24271
Published: July 14, 2026
Record updated: October 9, 2026

Known exploitation: Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
EPSS: 0.2%

Summary

NVIDIA TensorRT-LLM contains a vulnerability in its OpenAI-compatible inference API, tracked as CVE-2026-24271 and classified as CWE-770 (Allocation of Resources Without Limits or Throttling). An attacker could cause allocation of GPU resources without limits or throttling, which might lead to denial of service. The NVD assessment has not yet been provided, and the record was published 07/14/2026.

Mitigation

The source does not state a fix yet. Check the original advisory for updates.

Details

Scores and exploitation

CVSS score: 6.2(medium)
CVSS vector: CVSS:3.1/AV:L/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H
Attack vector: local
Attack complexity: low
Privileges required: none
User interaction: none
EPSS: 0.2%Estimated probability that this CVE is exploited in the next 30 days, from the FIRST Exploit Prediction Scoring System. Read on October 13, 2026.
Disclosure date: July 14, 2026

Weaknesses and techniques

Weakness (CWE): CWE-770
Attack pattern (CAPEC): CAPEC-130

Affected

Vendors: NVIDIA

Classification

Attack type: Denial of service
Attack sophistication: Trivial
AI component targeted: Inference
Impact: Availability
Labels: security

How this record was produced

Summaries, mitigations and labels on this page are generated automatically from the source. The linked source is authoritative. The source gives this advisory a description and no title, so the title above is a headline generated from the source text.

Original source: https://nvd.nist.gov/vuln/detail/CVE-2026-24271

First tracked: July 14, 2026 at 08:07 PM ET, from NVD/CVE Database

Classifier: claude-haiku-5-5, prompt v4

Classifier confidence: 90% (self-assessed)

Topics

Inference infrastructure

Summary

Mitigation

Topics

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