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CVE-2026-41523: vLLM is an inference and serving engine for large language models (LLMs)

46
This month
HIGH 7.5UPGRADE

CVE-2026-41523 is a high-severity flaw (CVSS 7.5) affecting vllm. Below: why it ranks where it does, which versions are affected, what to do, and the exact commands.

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.

Why this priority

  • High severity
  • Public exploit reference

A fixed release or distro patch exists.

Risk facts

CVSS score7.5 (High)
Attack vectorNetwork (remote)
Attack complexityHigh
Privileges neededNone
User interactionRequired
EPSS exploit chance0.9% (top 40%)
CISA exploited listNo
WeaknessCWE-94, CWE-617
Published2026-06-22
Last modified2026-10-25
Publisher (CNA): GitHub, Inc. · Vendor: vllm

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Last updated 2026-10-25 · Sources: CVE Program, NVD, CISA KEV, EPSS and vendor advisories · How we score

Am I affected?

Timeline

vllm vllm UPGRADE
Affected: < 0.22.0
Fixed in: 0.22.0
Safe to downgrade to: no unaffected older release
1. Check installed version
apt-cache policy vllm || rpm -q vllm || vllm --version
2. UPGRADE to 0.22.0 (Debian / Ubuntu)
sudo apt update && sudo apt install --only-upgrade vllm
2. UPGRADE (RHEL / Amazon Linux / Fedora)
sudo dnf upgrade vllm
Note
Distros often backport fixes without changing the version number. Confirm with the distro advisory or changelog.
Verify at the official source NVD · CVE Program · Report a problem with this page
Scores and fixes here are computed automatically from those and other public sources. Confirm with the vendor advisory before changing production systems.

Quick answers

How do I fix CVE-2026-41523?

vllm: upgrade to 0.22.0. Exact commands for each OS are on this page.

Is CVE-2026-41523 being exploited?

CVE-2026-41523 is not on the CISA Known Exploited Vulnerabilities list at the time of the last update. Check again, as this can change.

What does CVE-2026-41523 affect?

CVE-2026-41523 affects vllm. Severity is high (CVSS 7.5). 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 s

How urgent is CVE-2026-41523?

Priority 46/100. High severity; Public exploit reference

Software pages

Python vulnerabilities

Related CVEs

References

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