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CVE-2026-5497: vLLM is vulnerable to an Out-of-Memory (OOM) Denial of Service (DoS) attack due to unbounded frame count processing in the `VideoMediaIO.load_base64()` method

June 11, 2026 (updated August 18, 2026)

vLLM versions 0.8.0 and later are vulnerable to an Out-of-Memory (OOM) Denial of Service (DoS) attack due to unbounded frame count processing in the VideoMediaIO.load_base64() method. When processing video/jpeg data URLs, the method splits the base64 data string on commas to extract individual JPEG frames without enforcing a frame count limit. An attacker can exploit this by crafting a single API request containing thousands of comma-separated base64-encoded JPEG frames in a data URL, causing the server to decode all frames into memory and crash due to excessive memory consumption. This vulnerability is reachable via the OpenAI-compatible chat completions API and does not require authentication.

References

  • access.redhat.com/errata/RHSA-2026:33524
  • access.redhat.com/errata/RHSA-2026:33531
  • access.redhat.com/security/cve/CVE-2026-5497
  • bugzilla.redhat.com/show_bug.cgi?id=2487813
  • github.com/advisories/GHSA-wcwg-c5fc-9vrc
  • github.com/pypa/advisory-database/tree/main/vulns/vllm/PYSEC-2026-2302.yaml
  • github.com/vllm-project/vllm/commit/58ee61422169ce17e08248f8efa1e9df434fe395
  • huntr.com/bounties/7bd92629-b396-4449-8f88-6c0092530eb4
  • nvd.nist.gov/vuln/detail/CVE-2026-5497
  • security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-5497.json

Code Behaviors & Features

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Affected versions

All versions starting from 0.8.0 before 0.19.0

Fixed versions

  • 0.19.0

Solution

Upgrade to version 0.19.0 or above.

Impact 7.5 HIGH

CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:N/I:N/A:H

Learn more about CVSS

Weakness

  • CWE-400: Uncontrolled Resource Consumption
  • CWE-770: Allocation of Resources Without Limits or Throttling

Source file

pypi/vllm/CVE-2026-5497.yml

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