gcdRadar
archive/Patch now/AIR-2026-0809
closedclosed 6 Jul 2026Patch now2 Disclosed vulnerabilityAI

CVE-2026-55646: vLLM speech-to-text enforces size limit after full file read

vLLM

The audio transcription and translation endpoints in vLLM read uploaded files into memory entirely before enforcing the maximum file size limit. This design can lead to memory exhaustion and denial of service through oversized uploads.

disclosed CVENo confirmed exploitation, so this record is tracked as a disclosed vulnerability and not counted as an incident. It moves into the counts if CISA or the vendor confirms exploitation. Why

CVSS
6.5
EPSS
0.01 · top 56% · 2026-11-13
fix status
Fix status unknown
first report
6 Jul 2026
last update
17 Jul 2026

Timeline · 2

  1. 6 Jul 2026CVE-2026-55646: vLLM is an inference and serving engine for large language models.
  2. 17 Jul 2026CVE-2026-55646: vLLM: Speech-to-text upload size limit is enforced after full UploadFile read

Sources · 2

Advisories and databases

  1. 2026-07-06
  2. 2026-07-17
    CVE-2026-55646: vLLM: Speech-to-text upload size limit is enforced after full UploadFile read
    GitHub Advisory Database · github.com/advisories/GHSA-v82g-2437-67m2

Titles and links belong to their publishers. The summary above is written by gcdRadar in its own words; data is CC BY-SA 4.0.

Classification

AI role
Attack on AI
categories
Infrastructure vulnerability
severity
2 · Disclosed vulnerability
fix status
Fix status unknown
targets
Framework / tooling
owasp llm top 10
LLM03:2025 Supply Chain
mitre atlas
no technique for these categories
dates
happened 17 Jul 2026 · first reported 6 Jul 2026
origin
GitHub Advisory Database
Vulnerability record from NVD / the GitHub Advisory Database. This product uses the NVD API but is not endorsed or certified by the NVD.
record
confidence 0.95 · created 2026-10-18 07:00Z · updated 2026-10-18 10:04Z

Lane, AI role, categories and severity come from the classifier; the OWASP and ATLAS rows are derived from the categories. How these are assigned

Copy a brief

This record as a short Markdown brief, for a ticket, a chat or a coding agent.

the brief as text
# CVE-2026-55646: vLLM speech-to-text enforces size limit after full file read

https://gcdradar.vercel.app/incidents/cve-2026-55646-vllm-speech-to-text-enforces-size-limit-after · AIR-2026-0809 · closed 2026-07-06

- Lane: Patch now
- Severity: 2 (Disclosed vulnerability)
- Fix status: Fix status unknown
- First reported: 2026-07-06 (happened 2026-07-17)
- AI role: Attack on AI
- Products: vLLM
- CVE ids: CVE-2026-55646
- CVSS: 6.5

## Summary

The audio transcription and translation endpoints in vLLM read uploaded files into memory entirely before enforcing the maximum file size limit. This design can lead to memory exhaustion and denial of service through oversized uploads.

## What to do

No action recorded; read the sources below and the vendor's advisory.

## Latest updates

- 2026-07-17: CVE-2026-55646: vLLM: Speech-to-text upload size limit is enforced after full UploadFile read (https://github.com/advisories/GHSA-v82g-2437-67m2)
- 2026-07-06: CVE-2026-55646: vLLM is an inference and serving engine for large language models. (https://nvd.nist.gov/vuln/detail/CVE-2026-55646)

## Sources

- 2026-07-06 NVD: CVE-2026-55646: vLLM is an inference and serving engine for large language models. https://nvd.nist.gov/vuln/detail/CVE-2026-55646
- 2026-07-17 GitHub Advisory Database: CVE-2026-55646: vLLM: Speech-to-text upload size limit is enforced after full UploadFile read https://github.com/advisories/GHSA-v82g-2437-67m2

Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.

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