7.5

CVE-2026-44222: vLLM: Remote DoS via Special-Token Placeholders

Analyzed
AliasesGHSA-hpv8-x276-m59fPYSEC-2026-3409CGA-224g-qcm4-f9h9
Published 12-05-2026Last modified 13-05-2026

Vulnerability summary

CVE-2026-44222 is a high (CVSS 7.5) Improper Validation of Array Index vulnerability in vllm-project vllm. EPSS estimates a 0.46% chance of exploitation in the next 30 days, higher than 38.4% of scored vulnerabilities. 1 public exploit is recorded.

Overall risk
40/100
0100
Medium · default modelHow is this calculated?
CVSS score
7.5/10
010
High · v3.1 (NVD)
EPSS score
0.46%
0%100%
Low · +0.04 pp in 30 days
KEVNot listedNot listed by any tracked catalog.
RansomwareNot flaggedNo ransomware use recorded.
Public exploits1github

Advisory lineage

Upstream 0 · Downstream 0 · Related 1

Timeline

  1. 12-05-2026
    PublishedVulnerability first disclosed.
  2. 13-05-2026
    Last modifiedVulnerability information updated.

Description

vLLM is an inference and serving engine for large language models (LLMs). From 0.6.1 to before 0.20.0, there is a a Token Injection vulnerability in vLLM’s multimodal processing. Unauthenticated, text-only prompts that spell special tokens are interpreted as control. Image and video placeholder sequences supplied without matching data cause vLLM to index into empty grids during input-position computation, raising an unhandled IndexError and terminating the worker or degrading availability. Multimodal paths that rely on image_grid_thw/video_grid_thw are affected. This vulnerability is fixed in 0.20.0.

CVSS metrics

4 scores · 4 sources · 1 version

EPSS trend

Probability

0.46%

Chance of exploitation in the next 30 days

Percentile

38%

Versus all other CVEs

30-day change

Increase +0.04 pp

From 0.41% on 22-09-2026

22-09-202622-10-2026

Known exploited

Compare KEV catalogs
CISA KEV

Not in the CISA KEV catalog.

ENISA CNW

Not in the ENISA CNW catalog.

CIRCL

Not in the CIRCL catalog.

Public exploits

1 found
  • githubUnverified

    Vllm

    Maturity: poc

Weaknesses

CWE · root cause

Affected systems

Chainguard10 products
  • lmcache-cuda-12.8All versions (No fix recorded)
  • py3.10-vllm-cuda-12.4All versions (No fix recorded)
  • py3.10-vllm-cuda-12.9All versions (No fix recorded)
  • py3.12-vllm-cuda-12.4All versions (No fix recorded)
  • py3.12-vllm-cuda-12.9All versions (No fix recorded)
PyPI1 product
  • vllm≥ 0.6.1, < 0.20.0
Vllm1 product
  • vllm≥ 0.6.1, < 0.20.0
Vllm-project1 product
  • vllm≥ 0.6.1, < 0.20.0

4 vendors · 13 products

References

8 links