CVE-2026-114052: vLLM MOSS-Audio Model Serving Memory Exhaustion Vulnerability
vLLM
vLLM contains an unbounded dictionary caching flaw in MOSS-Audio model serving that leads to memory exhaustion. Unauthenticated attackers can send crafted requests to crash the API server process.
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
- 8.7
- EPSS
- 0.01 · top 57% · 2026-11-13
- fix status
- Fix status unknown
- first report
- 21 Oct 2026
- last update
- 21 Oct 2026
- CVE ids
Timeline · 1
Sources · 1
Advisories and databases
- 2026-10-21CVE-2026-114052: vLLM after 0.24.0 and before 0.31.0 contains a memory exhaustion vulnerability in MOSS-Audio model serving that caches a…NVD · nvd.nist.gov/vuln/detail/CVE-2026-114052
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 21 Oct 2026 · first reported 21 Oct 2026
- origin
- NVDVulnerability 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 2026-10-21 05:04Z · updated 2026-10-21 05:04Z
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-2026-114052: vLLM MOSS-Audio Model Serving Memory Exhaustion Vulnerability https://gcdradar.vercel.app/incidents/cve-2026-114052-vllm-moss-audio-model-serving-memory-exhaust · AIR-2026-1448 · closed 2026-10-21 - Lane: Patch now - Severity: 2 (Disclosed vulnerability) - Fix status: Fix status unknown - First reported: 2026-10-21 - AI role: Attack on AI - Products: vLLM - CVE ids: CVE-2026-114052 - CVSS: 8.7 ## Summary vLLM contains an unbounded dictionary caching flaw in MOSS-Audio model serving that leads to memory exhaustion. Unauthenticated attackers can send crafted requests to crash the API server process. ## What to do No action recorded; read the sources below and the vendor's advisory. ## Latest updates - 2026-10-21: CVE-2026-114052: vLLM after 0.24.0 and before 0.31.0 contains a memory exhaustion vulnerability in MOSS-Audio model serving that caches a… (https://nvd.nist.gov/vuln/detail/CVE-2026-114052) ## Sources - 2026-10-21 NVD: CVE-2026-114052: vLLM after 0.24.0 and before 0.31.0 contains a memory exhaustion vulnerability in MOSS-Audio model serving that caches a… https://nvd.nist.gov/vuln/detail/CVE-2026-114052 Verify against the vendor's advisory before changing production. Data CC BY-SA 4.0, https://gcdradar.vercel.app.
Related
- closed6.9vLLM CVE-2026-126395: vLLM information disclosure vulnerability in sanitize_message()
Patch now · Disclosed · Patched · since 13 Nov 2026 · CVE-2026-126395
AI - closed7.1vLLM CVE-2026-126399: vLLM resource exhaustion vulnerability via video frame limits bypass
Patch now · Disclosed · Patched · since 13 Nov 2026 · CVE-2026-126399
AI - closed8.2vLLM CVE-2026-126398: vLLM reachable assertion vulnerability in GPUModelRunner._init_xdrope_positions
Patch now · Disclosed · Patched · since 13 Nov 2026 · CVE-2026-126398
AI - closed6.9vLLM CVE-2026-126394: vLLM resource exhaustion vulnerability in OpenCVDynamicOpenPanguVideoBackend
Patch now · Disclosed · Patched · since 13 Nov 2026 · CVE-2026-126394
AI - closed8.7vLLM CVE-2026-126397: vLLM quadratic CPU work vulnerability in Cohere2 Vision multimodal preprocessing
Patch now · Disclosed · Patched · since 13 Nov 2026 · CVE-2026-126397
AI - closed6.9vLLM CVE-2026-126396: vLLM resource exhaustion vulnerability in MiniMax M3 VL video processor
Patch now · Disclosed · Patched · since 13 Nov 2026 · CVE-2026-126396
AI