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  <updated>2026-10-04T00:08:05.775824+00:00</updated>
  <author>
    <name>Vulnerability-Lookup</name>
    <email>csirt@opendfir.org</email>
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    <id>https://cve.radiocsirt.org/vuln/cve-2026-78684</id>
    <title>CVE-2026-78684 — vLLM before 0.27.0 Denial of Service via DeepStream Backend</title>
    <updated>2026-10-04T00:08:05.795474+00:00</updated>
    <content type="xhtml">
      <div xmlns="http://www.w3.org/1999/xhtml"><p><strong>Affected:</strong> vllm-project vllm</p>
<p>vLLM before 0.27.0 fails to properly classify DeepStream as a GPU backend and omits pixel-limit enforcement in its decode path. Unauthenticated attackers can activate DeepStream at request time to initialize the process-wide GPU decode pool and submit video that bypasses resource controls, causing partial denial of service for concurrent requests.</p></div>
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