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.
CVE-2026-44222
This medium-severity CVE scores 6.5 under NVD CVSS v3. EPSS exploit probability: 0.4%, top 65% of all CVEs by exploit prediction. GitHub Security Advisory data not yet ingested — confidence will rise once GHSA publishes (typical lag: hours to days for open-source ecosystem CVEs; never for infrastructure-only CVEs).
- Lower severity and no public exploit yet
No vendor fix yet — apply a workaround or compensating control (WAF / firewall / segmentation) and watch for a patch.
- CVSS v3
- 6.5
- EG Score
- 6.5(medium)
- EG Risk
- 29(Track)EG Risk 29/100SSVC: Track
EG Risk is EchelonGraph's 0–100 priority score: it fuses intrinsic severity with real-world exploitation and automatability so you can rank equal-severity CVEs and fix the most dangerous first. Higher = act sooner. Distinct from the 0–10 EG Score (severity).
How it’s computedSeverity65% × 45%Exploitation0% × 40%Automatability0% × 15%Action: Routine — remediate on your standard cadence. - EPSS PROB
- 0%
- EPSS %ILE
- 35%
- KEV
- Not listed
Published
May 12, 2026
Last Modified
May 14, 2026
Advisory Details (2)
Auto-updated Jun 14, 2026Remote DoS via Special-Token Placeholders · Advisory · vllm-project/vllm · GitHub
https://github.com/vllm-project/vllm/security/advisories/GHSA-hpv8-x276-m59f[Tracker]: Use `mm_features` for M-RoPE calculation for all models · Issue #32656 · vllm-project/vllm · GitHub
https://github.com/vllm-project/vllm/issues/32656Vendor Advisories for CVE-2026-44222(4)
These vendors published their own advisory mentioning this CVE — often with vendor-specific remediation steps + affected product lists not in NVD.
- RHSA-2026:61629Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat AI Inference Server 3.2.2 (ROCm)
- RHSA-2026:61627Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat AI Inference Server 3.2.2 (CUDA)
- RHSA-2026:60363Red Hat Product SecurityHigh
Red Hat Security Advisory: Red Hat AI Inference Server 3.3.6 (Spyre)
- GHSA-hpv8-x276-m59fGitHub Security AdvisoriesMedium
vLLM Vulnerable to Remote DoS via Special-Token Placeholders
Affected Packages
(1 across 1 ecosystem)
PyPI(1)
| Package | Vulnerable range | Fixed in | Dependents |
|---|---|---|---|
| vllm | 0.10.0 ... 0.9.2 (46 versions) | 0.20.0 | — |
Weakness Classification(1)
MITRE Common Weakness Enumeration — the root-cause categories this CVE belongs to.
Data Freshness Timeline
(refreshed 7× in last 7d / 28× in last 30d)
Each row is a source pipeline that fetched or updated this CVE on that date, with what changed. For example, "NVD update" means NVD published or revised its analysis for this CVE; "MITRE cvelistV5" means we ingested or refreshed it from the CNA feed. Most recent first.
Showing the most recent 100 of 141 total refreshes for this CVE.
- 2026-09-13 16:47 UTCEPSS rescore
- 2026-09-12 15:01 UTCEPSS rescore
- 2026-09-11 14:53 UTCEPSS rescore
- 2026-09-11 10:23 UTCOSV refresh
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- 2026-08-23 18:08 UTCEG score recompute
- 2026-08-23 00:19 UTCEPSS rescore
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- 2026-08-20 22:55 UTCEPSS rescore
- 2026-08-20 21:37 UTCEG score recompute
- 2026-08-19 17:04 UTCEPSS rescore
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- 2026-08-17 13:47 UTCEPSS rescore
- 2026-08-17 10:47 UTCEG score recompute
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- 2026-08-09 04:04 UTCEG score recompute
- 2026-08-08 16:37 UTCEPSS rescore
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- 2026-08-04 01:17 UTCEG score recompute
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- 2026-08-02 23:57 UTCEG score recompute
- 2026-08-02 02:27 UTCEPSS rescore
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- 2026-07-25 14:18 UTCEPSS rescore
- 2026-07-24 14:17 UTCEPSS rescore
- 2026-07-23 14:18 UTCEPSS rescore
- 2026-07-23 03:14 UTCEG score recompute
- 2026-07-22 14:08 UTCEPSS rescore
- 2026-07-21 15:24 UTCEPSS rescore
- 2026-07-20 17:08 UTCEPSS rescore
- 2026-07-19 02:29 UTCEPSS rescore
- 2026-07-18 10:04 UTCEPSS rescore
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- 2026-07-16 00:53 UTCOSV refresh
- 2026-07-15 16:57 UTCEPSS rescore
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- 2026-07-12 05:46 UTCEPSS rescore
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- 2026-07-09 19:10 UTCEPSS rescore
- 2026-07-07 13:46 UTCEPSS rescore
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- 2026-06-21 01:59 UTCEPSS rescore
- 2026-06-19 19:25 UTCEPSS rescore
- 2026-06-18 17:52 UTCEPSS rescore
Frequently asked(5)
What is CVE-2026-44222?
When was CVE-2026-44222 disclosed?
Is CVE-2026-44222 actively exploited?
What is the CVSS score of CVE-2026-44222?
How do I remediate CVE-2026-44222?
Dependency Blast Radius
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