CVE-2026-109227: SGLang unbounded memory allocation in video preprocessing

CVE-2026-109227 · Severity: high · CVSS 7.5 · Published 2026-10-12

SGLang is a serving framework for large language models that handles video input in chat requests. A vulnerability in video frame processing allows remote attackers to submit high-resolution videos that consume excessive memory, causing the service to crash and become unavailable. An attacker can exploit this by sending concurrent malicious requests to any SGLang deployment using Qwen-VL multimodal models.

Technologies: SGLang. Vendors: SGLang.

Quick answers

Is CVE-2026-109227 exploited in the wild?
No. Junglewise Threat Intelligence has no report of CVE-2026-109227 being exploited in the wild.
How severe is CVE-2026-109227?
High severity, with a CVSS score of 7.5, published 12 October 2026.
Which products and versions are affected?
SGLang through 0.5.21.
Is there a fix for CVE-2026-109227?
No fixed version is recorded yet. Check the vendor's advisory in the references below. If you run it, Junglewise drafts a mitigation that fits your setup and applies it once you approve, with senior security engineers behind it.
How is CVE-2026-109227 attacked?
It is attacked over the network, in a software library.
Am I affected by CVE-2026-109227?
Check whether you run SGLang at an affected version. Junglewise does that check for you around the clock: connect your code, cloud and domains, and it matches new vulnerabilities like this one against what you actually run and tells you when one reaches you.

Technical details

The preprocess_video function in qwen_vl.py decodes video frames at full source resolution before applying max_pixels limits, leading to unbounded memory allocation. Remote attackers can submit high-resolution videos to the /v1/chat/completions endpoint, and concurrent requests exhaust worker memory causing denial of service. The vulnerability requires network access to an SGLang server but no authentication.

Affected products

  • SGLang SGLang through 0.5.21

Timeline

  • 2026-10-12: disclosed

References

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