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archive/Patch now/AIR-2026-1453
closedclosed 21 Oct 2026Patch now2 Disclosed vulnerabilityAI

CVE-2026-114050: vLLM multimodal UUID cache identity flaw leads to engine crash

vLLM

A cache identity flaw in vLLM before version 0.31.0 enables unauthenticated attackers to desynchronize processor caches. The resulting fatal token-placeholder mismatch crashes the serving instance until a manual restart.

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 90% · 2026-11-13
fix status
Fix status unknown
first report
21 Oct 2026
last update
23 Oct 2026

Timeline · 2

  1. 21 Oct 2026CVE-2026-114050: vLLM before 0.31.0 uses a client-supplied multimodal uuid verbatim as cache identity with no consistency check on cache hits,…
  2. 23 Oct 2026CVE-2026-114050: vLLM: Forged multimodal UUID + P0/P1 processor-cache eviction drift: unauthenticated remote crash of the whole vLLM engine

Sources · 2

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
tags
vllm
dates
happened 21 Oct 2026 · first reported 21 Oct 2026
origin
NVD
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 2026-10-21 05:04Z · updated 2026-10-23 22:00Z

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-2026-114050: vLLM multimodal UUID cache identity flaw leads to engine crash

https://gcdradar.vercel.app/incidents/cve-2026-114050-vllm-multimodal-uuid-cache-identity-flaw-lea · AIR-2026-1453 · 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-2026-114050
- CVSS: 6.5

## Summary

A cache identity flaw in vLLM before version 0.31.0 enables unauthenticated attackers to desynchronize processor caches. The resulting fatal token-placeholder mismatch crashes the serving instance until a manual restart.

## What to do

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

## Latest updates

- 2026-10-23: CVE-2026-114050: vLLM: Forged multimodal UUID + P0/P1 processor-cache eviction drift: unauthenticated remote crash of the whole vLLM engine (https://github.com/advisories/GHSA-p92p-rxj5-7p2x)
- 2026-10-21: CVE-2026-114050: vLLM before 0.31.0 uses a client-supplied multimodal uuid verbatim as cache identity with no consistency check on cache hits,… (https://nvd.nist.gov/vuln/detail/CVE-2026-114050)

## Sources

- 2026-10-21 NVD: CVE-2026-114050: vLLM before 0.31.0 uses a client-supplied multimodal uuid verbatim as cache identity with no consistency check on cache hits,… https://nvd.nist.gov/vuln/detail/CVE-2026-114050
- 2026-10-23 GitHub Advisory Database: CVE-2026-114050: vLLM: Forged multimodal UUID + P0/P1 processor-cache eviction drift: unauthenticated remote crash of the whole vLLM engine https://github.com/advisories/GHSA-p92p-rxj5-7p2x

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

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