7.5

CVE-2026-41523: vllm-project vllm Code Injection

CVSS: 7.5v3.1HighModified
AliasesGHSA-q8gq-377p-jq3rPYSEC-2026-2300CGA-435x-j47r-vxqj
Published 22-06-2026Last modified 04-09-2026

Vulnerability summary

CVE-2026-41523 is a high (CVSS 7.5) Code Injection vulnerability in vllm-project vllm. EPSS estimates a 0.91% chance of exploitation in the next 30 days, higher than 59.6% of scored vulnerabilities. 1 public exploit is recorded.

Overall risk
40/100
0100
Medium · default modelHow is this calculated?
CVSS score
7.5/10
010
High · v3.1 (CVE.org)
EPSS score
0.91%
0%100%
Low · 0.00 pp in 30 days
KEVNot listedIn no KEV catalog
RansomwareNone recordedNo known use recorded
Public exploits1github

Advisory lineage

Upstream 0 · Downstream 0 · Related 1

Timeline

  1. 22-06-2026
    PublishedVulnerability first disclosed.
  2. 04-09-2026
    Last modifiedVulnerability information updated.

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.

CVSS metrics

4 scores · 4 sources · 1 version

EPSS trend

Probability

0.91%

Chance of exploitation in the next 30 days

Percentile

60%

Versus all other CVEs

30-day change

0.00 pp

From 0.91% on 21-09-2026

21-09-202621-10-2026
EPSS score
0.91%

Known exploited

Compare KEV catalogs

Not in any of the 3 tracked catalogs.

Public exploits

1 found
  • githubUnverified

    Vllm

    Maturity: poc

Weaknesses

CWE · root cause

Affected systems

Chainguard14 products
  • lmcache-cuda-12.8All versions (No fix recorded)
  • nemo-rl-cuda-13.0-vllmAll versions (No fix recorded)
  • py3.10-vllm-cuda-12.4All versions (No fix recorded)
  • py3.10-vllm-cuda-12.9All versions (No fix recorded)
  • py3.10-vllm-cuda-13.0All versions (No fix recorded)
PyPI1 product
  • vllm< 0.22.0
Vllm1 product
Vllm-project1 product

4 vendors · 17 products

References

24 links
Show all 24 references