CVE-2026-126399
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.
- Score
- 7.1 high
- Published
- 2026-11-13
- Links
- NVD · cve.org · Report wrong data
Matched ports (1)
| Port | Package | Version | Status | Maintainer |
|---|---|---|---|---|
| misc/py-vllm | py312-vllm | 0.20.2_1 | unaddressed | yuri@FreeBSD.org |
Template for a VuXML entry
Check the version numbers before you commit this entry. Some ports share an entry in the CVE database with another port, such as sqlite2 and sqlite3. The version shown here may then be one that never existed for this port.
Ranges per package from the CVE rows that match this port, in pkg notation with the port's epoch and revision, every bound checked with pkg; one range per epoch the port actually had. make newentry in security/vuxml creates the vid.
misc/py-vllm (CPE matched by the package name) has no USES=cpe. The CVE was matched through a CPE from another source, so the package and the version range may belong to a different product. Check the CVE record before using this entry.
<vuln vid="FIXME (make newentry)">
<topic>py312-vllm -- FIXME</topic>
<affects>
<package>
<name>py312-vllm</name>
<range><ge>0.19.0</ge><lt>0.31.0</lt></range>
</package>
</affects>
<description>
<body xmlns="http://www.w3.org/1999/xhtml">
<p>CVE-2026-126399: 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.</p>
</body>
</description>
<references>
<cvename>CVE-2026-126399</cvename>
<url>https://nvd.nist.gov/vuln/detail/CVE-2026-126399</url>
</references>
<dates>
<discovery>2026-11-13</discovery>
<entry>2026-11-13</entry>
</dates>
</vuln>