CVE-2026-44222: vLLM: Remote DoS via Special-Token Placeholders
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.
Advisory lineage
Upstream 0 · Downstream 0 · Related 1Timeline
- 12-05-2026PublishedVulnerability first disclosed.
- 13-05-2026Last 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- CVE.orgCNA6.5MediumCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HDiffers
- OSV · PypiEcosystem advisory · calculated6.5MediumCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HDiffers
- OSV · ChainguardEcosystem advisory · calculated6.5MediumCVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HDiffers
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
Known exploited
Compare KEV catalogsNot in the CISA KEV catalog.
Not in the ENISA CNW catalog.
Not in the CIRCL catalog.
Public exploits
1 foundVllm
Maturity: poc
Weaknesses
CWE · root causeAffected 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- github.com/vllm-project/vllm/security/advisories/GHSA-hpv8-x276-m59fX Refsource CONFIRMWEBAdvisoryExploitVendor Advisory
- github.com/vllm-project/vllmPACKAGE