CVE-2025-62372: vLLM vulnerable to denial of service via multimodal embedding inputs
vLLM
Users could crash the vLLM inference engine serving multimodal models by supplying embedding inputs with incorrect shapes. The issue allowed unauthenticated denial of service attacks against the engine.
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
- 8.3
- EPSS
- <0.01 · top 65% · 2026-11-13
- fix status
- Fix status unknown
- first report
- 20 Nov 2025
- last update
- 21 Nov 2025
- CVE ids
Timeline · 2
Sources · 2
Advisories and databases
- 2025-11-20CVE-2025-62372: vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputsGitHub Advisory Database · github.com/advisories/GHSA-pmqf-x6x8-p7qw
- 2025-11-21CVE-2025-62372: vLLM is an inference and serving engine for large language models (LLMs).NVD · nvd.nist.gov/vuln/detail/CVE-2025-62372
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 20 Nov 2025 · first reported 20 Nov 2025
- 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
This record as a short Markdown brief, for a ticket, a chat or a coding agent.
the brief as text
# CVE-2025-62372: vLLM vulnerable to denial of service via multimodal embedding inputs https://gcdradar.vercel.app/incidents/cve-2025-62372-vllm-vulnerable-to-denial-of-service-via-mult · AIR-2025-0374 · closed 2025-11-20 - Lane: Patch now - Severity: 2 (Disclosed vulnerability) - Fix status: Fix status unknown - First reported: 2025-11-20 - AI role: Attack on AI - Products: vLLM - CVE ids: CVE-2025-62372 - CVSS: 8.3 ## Summary Users could crash the vLLM inference engine serving multimodal models by supplying embedding inputs with incorrect shapes. The issue allowed unauthenticated denial of service attacks against the engine. ## What to do No action recorded; read the sources below and the vendor's advisory. ## Latest updates - 2025-11-21: CVE-2025-62372: vLLM is an inference and serving engine for large language models (LLMs). (https://nvd.nist.gov/vuln/detail/CVE-2025-62372) - 2025-11-20: CVE-2025-62372: vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs (https://github.com/advisories/GHSA-pmqf-x6x8-p7qw) ## Sources - 2025-11-20 GitHub Advisory Database: CVE-2025-62372: vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs https://github.com/advisories/GHSA-pmqf-x6x8-p7qw - 2025-11-21 NVD: CVE-2025-62372: vLLM is an inference and serving engine for large language models (LLMs). https://nvd.nist.gov/vuln/detail/CVE-2025-62372 Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.
Related
- closed7.1vLLM CVE-2025-66448: vLLM remote code execution vulnerability in config loading
Patch now · Disclosed · since 2 Dec 2025 · updated 2 Dec 2025 · CVE-2025-66448
AI - closed8.8vLLM CVE-2025-62164: vLLM memory corruption via unvalidated prompt-embedding tensors
Patch now · Disclosed · since 20 Nov 2025 · updated 21 Nov 2025 · CVE-2025-62164
AI - closed6.5vLLM CVE-2025-62426: vLLM Vulnerable to DoS via Chat Completion Request Parameters
Patch now · Disclosed · since 20 Nov 2025 · updated 21 Nov 2025 · CVE-2025-62426
AI - closed6.5vLLM vLLM speculative decoding crashes server via penalty parameters
Patch now · Disclosed · since 6 May 2026 · updated 12 May 2026 · CVE-2026-44223
AI - closed6.5vLLM CVE-2026-44222: vLLM vulnerable to remote DoS via special-token placeholders
Patch now · Disclosed · since 5 May 2026 · updated 12 May 2026 · CVE-2026-44222
AI - closed5.6vLLM CVE-2026-7141: vLLM Uninitialized Resource Vulnerability
Patch now · Disclosed · since 27 Apr 2026 · CVE-2026-7141
AI