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CVE-2026-41523: vLLM: Security Check Bypass via assert Statement in Activation Function Loading Allows Arbitrary Code Execution

June 16, 2026 (updated September 3, 2026)

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).

References

  • access.redhat.com/errata/RHSA-2026:36005
  • access.redhat.com/errata/RHSA-2026:36006
  • access.redhat.com/errata/RHSA-2026:57380
  • access.redhat.com/errata/RHSA-2026:57387
  • access.redhat.com/errata/RHSA-2026:57389
  • access.redhat.com/errata/RHSA-2026:57390
  • access.redhat.com/errata/RHSA-2026:59138
  • access.redhat.com/errata/RHSA-2026:59139
  • access.redhat.com/errata/RHSA-2026:59144
  • access.redhat.com/errata/RHSA-2026:59151
  • access.redhat.com/errata/RHSA-2026:61627
  • access.redhat.com/errata/RHSA-2026:61629
  • access.redhat.com/errata/RHSA-2026:62335
  • access.redhat.com/errata/RHSA-2026:62336
  • access.redhat.com/security/cve/CVE-2026-41523
  • bugzilla.redhat.com/show_bug.cgi?id=2491582
  • github.com/advisories/GHSA-q8gq-377p-jq3r
  • github.com/pypa/advisory-database/tree/main/vulns/vllm/PYSEC-2026-2300.yaml
  • github.com/vllm-project/vllm/commit/b3c7ffcab82c2439726f8cb213800f6f38c023d3
  • github.com/vllm-project/vllm/security/advisories/GHSA-q8gq-377p-jq3r
  • huntr.com/bounties/dcb05b04-e625-41e7-adbc-bbae0cc2d64c
  • nvd.nist.gov/vuln/detail/CVE-2026-41523
  • security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-41523.json

Code Behaviors & Features

Detect and mitigate CVE-2026-41523 with GitLab Dependency Scanning

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Affected versions

All versions before 0.22.0

Fixed versions

  • 0.22.0

Solution

Upgrade to version 0.22.0 or above.

Impact 7.5 HIGH

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

Learn more about CVSS

Weakness

  • CWE-617: Reachable Assertion
  • CWE-94: Improper Control of Generation of Code ('Code Injection')

Source file

pypi/vllm/CVE-2026-41523.yml

Spotted a mistake? Edit the file on GitLab.

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