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 7.5/10
CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:HWeakness enumeration
Affected software
| Vendor | Product | Versions |
|---|---|---|
| vllm-project | vllm | < 0.22.0 |
| Red Hat | Red Hat AI Inference Server 3.2 | — |
| Red Hat | Red Hat AI Inference Server 3.2 | — |
| Red Hat | Red Hat AI Inference Server 3.3 | — |
| Red Hat | Red Hat AI Inference Server 3.3 | — |
| Red Hat | Red Hat AI Inference Server 3.4 | — |
| Red Hat | Red Hat AI Inference Server 3.4 | — |
| Red Hat | Red Hat AI Inference Server 3.4 | — |
| Red Hat | Red Hat AI Inference Server 3.4 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.3 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.3 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.3 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.3 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.3 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.3 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.3 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.4 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.4 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.4 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.4 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.4 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.4 | — |
| Red Hat | Red Hat Enterprise Linux AI 3.4 | — |
| Red Hat | Red Hat AI Inference Server | — |
| Red Hat | Red Hat AI Inference Server | — |
| Red Hat | Red Hat AI Inference Server | — |
| Red Hat | Red Hat AI Inference Server | — |
| Red Hat | Red Hat AI Inference Server | — |
| Red Hat | Red Hat OpenShift AI (RHOAI) | — |
| Red Hat | Red Hat OpenShift AI (RHOAI) | — |
| Red Hat | Red Hat OpenShift AI (RHOAI) | — |
| Red Hat | Red Hat OpenShift AI (RHOAI) | — |
| Red Hat | Red Hat OpenShift AI (RHOAI) | — |
| Red Hat | Red Hat OpenShift AI (RHOAI) | — |
References
- https://github.com/vllm-project/vllm/commit/b3c7ffcab82c2439726f8cb213800f6f38c023d3Patch
- https://github.com/vllm-project/vllm/security/advisories/GHSA-q8gq-377p-jq3rExploit, Third Party Advisory
- https://huntr.com/bounties/dcb05b04-e625-41e7-adbc-bbae0cc2d64cThird Party Advisory
- https://access.redhat.com/errata/RHSA-2026:36005
- https://access.redhat.com/errata/RHSA-2026:36006
- https://access.redhat.com/errata/RHSA-2026:57380
- https://access.redhat.com/errata/RHSA-2026:57387
- https://access.redhat.com/errata/RHSA-2026:57389
- https://access.redhat.com/errata/RHSA-2026:57390
- https://access.redhat.com/errata/RHSA-2026:59138
- https://access.redhat.com/errata/RHSA-2026:59139
- https://access.redhat.com/errata/RHSA-2026:59144
- https://access.redhat.com/errata/RHSA-2026:59151
- https://access.redhat.com/errata/RHSA-2026:61627
- https://access.redhat.com/errata/RHSA-2026:61629
- https://access.redhat.com/errata/RHSA-2026:62335
- https://access.redhat.com/errata/RHSA-2026:62336
- https://access.redhat.com/security/cve/CVE-2026-41523
- https://bugzilla.redhat.com/show_bug.cgi?id=2491582
- https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-41523.json
Timeline
- Published
- Jun 22, 2026
- Last modified
- Oct 25, 2026
- NVD status
- Modified