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VulnerabilityPublished

CVE-2026-126399: vllm · Unthrottled Resource Allocation

Affects vllmSource CVE Database V5

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Not known to be exploited · CVSS 7.1 High : upgrade to 0.31.0 soon.

Data as of 13 Nov 2026, 09:59 UTC

CVSS 4.0 base score
7.1High
How severe the flaw is on the 0–10 CVSS scale.

Thin evidence

One scorer or none
CVSS scores by source
CNA (VulnCheck)CVSS 4.07.1
CNA (VulnCheck)CVSS 3.16.5
Patch
Available – fixed in 0.31.0
CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:N

Exploitation evidence

  1. Disclosed: evidence found.

    CVE published 13 Nov 2026

  2. Detectable: no evidence on record.

    No public nuclei template indexed

  3. Weaponized: no evidence on record.

    No public exploit code indexed in Metasploit or Exploit-DB

  4. Exploited in the wild: no evidence on record.

    Not in CISA KEV and no source reports exploitation

  5. Observed by OffSeq Mirage: no evidence on record.

    No attack traffic recorded by OffSeq Mirage sensors

A missing step is not evidence of safety. Sources: cve.org (opens in a new tab), the Metasploit, Exploit-DB and nuclei-templates index as of 13 Nov 2026.

What to do

Upgrade vllm to 0.31.0.

Affected software

ProductAffectedFixed in
vllm-projectvllmAffected
  • >=0.19.0 <0.31.0
Fixed in
  • 0.31.0
PyPIvllmpkg:pypi/vllmOther threatsAffected
  • >=0.19.0 <0.31.0
Fixed in
  • 0.31.0

Check your own hosts for these packages with threat-finder (opens in a new tab), our free open-source scanner.

Description

vLLM from 0.19.0 before 0.31.0 contains a resource exhaustion vulnerability that allows inference clients to bypass the server frame limit by setting media_io_kwargs.video.num_frames in chat completion requests. Attackers can supply num_frames=-1 or a large value with many base64 JPEG frames, forcing VideoMediaIO to decode all frames and np.stack them, causing memory exhaustion.

References

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