CVE-2026-41523

HighCVSS 7.5/10Last modified Oct 25, 2026

Description

vLLM is an inference and serving engine for large language models (LLMs). Prior to 0.22.0, an assert-based security check in vLLM's activation function loading allows any unauthenticated attacker to achieve arbitrary code execution on the server by publishing a malicious HuggingFace model, when vLLM runs in Python optimized mode (python -O or PYTHONOPTIMIZE=1). This vulnerability is fixed in 0.22.0.

Metrics

CVSS 3.1 7.5/10CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H

Weakness enumeration

Affected software

VendorProductVersions
vllm-projectvllm< 0.22.0
Red HatRed Hat AI Inference Server 3.2—
Red HatRed Hat AI Inference Server 3.2—
Red HatRed Hat AI Inference Server 3.3—
Red HatRed Hat AI Inference Server 3.3—
Red HatRed Hat AI Inference Server 3.4—
Red HatRed Hat AI Inference Server 3.4—
Red HatRed Hat AI Inference Server 3.4—
Red HatRed Hat AI Inference Server 3.4—
Red HatRed Hat Enterprise Linux AI 3.3—
Red HatRed Hat Enterprise Linux AI 3.3—
Red HatRed Hat Enterprise Linux AI 3.3—
Red HatRed Hat Enterprise Linux AI 3.3—
Red HatRed Hat Enterprise Linux AI 3.3—
Red HatRed Hat Enterprise Linux AI 3.3—
Red HatRed Hat Enterprise Linux AI 3.3—
Red HatRed Hat Enterprise Linux AI 3.4—
Red HatRed Hat Enterprise Linux AI 3.4—
Red HatRed Hat Enterprise Linux AI 3.4—
Red HatRed Hat Enterprise Linux AI 3.4—
Red HatRed Hat Enterprise Linux AI 3.4—
Red HatRed Hat Enterprise Linux AI 3.4—
Red HatRed Hat Enterprise Linux AI 3.4—
Red HatRed Hat AI Inference Server—
Red HatRed Hat AI Inference Server—
Red HatRed Hat AI Inference Server—
Red HatRed Hat AI Inference Server—
Red HatRed Hat AI Inference Server—
Red HatRed Hat OpenShift AI (RHOAI)—
Red HatRed Hat OpenShift AI (RHOAI)—
Red HatRed Hat OpenShift AI (RHOAI)—
Red HatRed Hat OpenShift AI (RHOAI)—
Red HatRed Hat OpenShift AI (RHOAI)—
Red HatRed Hat OpenShift AI (RHOAI)—

References

Timeline

Published
Jun 22, 2026
Last modified
Oct 25, 2026
NVD status
Modified

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CVE-2026-41523: High severity, CVSS 7.5 | Vulnix