CVE-2026-100648: vllm before 0.29.0 Uncontrolled Resource Consumption via Audio Decoding

Published Sep 26, 2026
·
Updated

vllm before 0.29.0 fails to enforce VLLMMAXAUDIOCLIPFILESIZEMB limit in multimodal chat audio decoding, allowing unauthenticated clients to bypass file size restrictions. Attackers can submit oversized audio files through chat endpoints to consume excessive memory and CPU resources during decoding.

Affected Software

1 affected component
pypi/vllm<0.29.0

Remediation

Recommended actions to resolve this vulnerability, in priority order.

  1. Upgrade

    Upgrade vllm to a version that resolves this vulnerability.

    Fixed in 0.29.0

Event History

Sep 26, 2026
CVE Published
via MITRE·01:23 PM
Data Sourced
via MITRE·01:23 PM
DescriptionSeverityWeakness
Data Sourced
via NVD·02:16 PM
DescriptionSeverityWeakness

Frequently Asked Questions

1

Who is exposed to this issue?

Deployments of vllm before 0.29.0 that expose multimodal chat endpoints capable of accepting audio input are affected. Unauthenticated clients can submit the malicious input if they can reach those endpoints.

2

What does an attacker need to exploit it?

An attacker only needs network access to a vulnerable chat endpoint and the ability to submit an oversized audio file. No authentication or user interaction is required.

3

Does setting VLLM_MAX_AUDIO_CLIP_FILESIZE_MB protect vulnerable versions?

No. Versions before 0.29.0 fail to enforce the VLLM_MAX_AUDIO_CLIP_FILESIZE_MB limit during multimodal chat audio decoding, so oversized files can bypass that restriction.

4

What is the impact of successful exploitation?

Oversized audio submissions can consume excessive memory and CPU during decoding, potentially reducing availability of the affected service.

Contact

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