MEDIUMCVSS v3.1 6.5Vulnerability

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.

Properties

Severity
MEDIUM
Nvd fetched at
2026-11-14T00:40:25.638091+00:00
Epss score
0.00476
Cvss severity
MEDIUM
Cvss score
6.5
Retrieved at
2026-11-14T00:51:03+00:00
Last source
FIRST EPSS
Score
6.5
Cvss version
3.1
Cve id
CVE-2026-126399
Cvss vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
First seen by Signal
2026-11-13T17:31:47+00:00
Vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H
Published at
2026-11-13T10:17:44.260
Last modified
2026-11-13T16:18:21.343
Epss percentile
0.41684

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CVE-2026-126399 (CVSS v3.1 6.5) — Ninja Signal Threat Intelligence | Ninja Signal