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
- CVE ids
Timeline · 2
Sources · 2
Advisories and databases
- 2026-07-06CVE-2026-55646: vLLM is an inference and serving engine for large language models.NVD · nvd.nist.gov/vuln/detail/CVE-2026-55646
- 2026-07-17CVE-2026-55646: vLLM: Speech-to-text upload size limit is enforced after full UploadFile readGitHub 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
- lane
- Patch now
- 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 DatabaseVulnerability 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
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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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AI