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CVE-2025-62372

22
FAUCET Score

CVE-2025-62372 describes a denial-of-service vulnerability in vLLM, an inference and serving engine for large language models, affecting versions 0.5.5 through 0.11.0. An authenticated attacker can crash the vLLM engine by providing malformed multimodal embedding inputs with an incorrect shape, even if the model does not natively support such inputs. This vulnerability has a CVSS score of 6.5 (Medium), indicating a network-based attack with low complexity and high availability impact, but no confidentiality or integrity impact. There is currently no evidence of active exploitation, public exploit code, or significant community discussion surrounding this CVE.

Impacted Technologies

VendorProductVersion(s)CPE
>= 0.5.5, < 0.11.1CPE matchmatch criteria
cpe:2.3:a:vllm:vllm:*:*:*:*:*:*:*:*
0.11.1CPE matchmatch criteria
cpe:2.3:a:vllm:vllm:0.11.1:rc0:*:*:*:*:*:*
0.11.1CPE matchmatch criteria
cpe:2.3:a:vllm:vllm:0.11.1:rc1:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 4.0

8.3HIGH

CVSS:4.0/AV:N/AC:L/AT:N/PR:L/UI:N/VC:N/VI:N/VA:H/SC:N/SI:N/SA:H/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X

Attack Vector
NETWORK
Attack Complexity
LOW
Attack Requirements
NONE
Privileges Required
LOW
User Interaction
NONE
VS Confidentiality
NONE
VS Integrity
NONE
VS Availability
HIGH
SS Confidentiality
NONE
SS Integrity
NONE
SS Availability
HIGH
Exploit Maturity
NOT_DEFINED
CvssVersion
4.0

Exploit Intelligence

EPSS Score
0.37%
Probability of exploitation in next 30 days
EPSS Percentile
29.7%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0037 is in the 39th percentile among its peer group of 21,974 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.0 Reddit, 0.1 Bluesky, 0.0 Mastodon, and 0.1 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.0 InfoSec Media, 0.0 Vendor Blog, and 0.0 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (29)

github_advisorypatch availablevia nvd_reference
View patch
pippatch availablevia ghsa
Product: vllmFixed in: 0.11.1
redhatpatch availablevia redhat_api
Product: Red Hat AI Inference Server 3.2Fixed in: rhaiis/vllm-rocm-rhel9:sha256:e3b3efcdd86f60b90664a249d45918b2ac5f45bae5eed5399e310d63e878b287
View patch
redhatpatch availablevia redhat_api
Product: Red Hat AI Inference Server 3.2Fixed in: rhaiis/vllm-tpu-rhel9:sha256:64796b48c68d31973a08e22c9530c39b1bc3ba9f376bbefa57643ef0fc857534
View patch
redhatpatch availablevia redhat_api
Product: Red Hat AI Inference Server 3.2Fixed in: rhaiis/vllm-rocm-rhel9:sha256:c5efe40fa2a6e98d7d3d6676befff0dbbd87b2887769bb7e5856c5b0b0ada125
View patch
redhatpatch availablevia redhat_api
Product: Red Hat AI Inference Server 3.2Fixed in: rhaiis/vllm-cuda-rhel9:sha256:7b04c0154c486aa7dd103ddeaf6bea7b9851859c33a4b979a85261a44a7b77f2
View patch
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/bootc-amd-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/bootc-aws-nvidia-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/bootc-azure-amd-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/bootc-azure-nvidia-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/bootc-gcp-nvidia-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/bootc-intel-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/bootc-nvidia-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/instructlab-amd-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/instructlab-intel-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI)Fixed in: rhelai1/instructlab-nvidia-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI) 3Fixed in: rhelai3/bootc-aws-cuda-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI) 3Fixed in: rhelai3/bootc-azure-cuda-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI) 3Fixed in: rhelai3/bootc-cuda-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat Enterprise Linux AI (RHEL AI) 3Fixed in: rhelai3/bootc-gcp-cuda-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat OpenShift AI (RHOAI)Fixed in: rhoai/odh-kserve-agent-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat OpenShift AI (RHOAI)Fixed in: rhoai/odh-kserve-controller-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat OpenShift AI (RHOAI)Fixed in: rhoai/odh-kserve-router-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat OpenShift AI (RHOAI)Fixed in: rhoai/odh-kserve-storage-initializer-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat OpenShift AI (RHOAI)Fixed in: rhoai/odh-vllm-cpu-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat OpenShift AI (RHOAI)Fixed in: rhoai/odh-vllm-cuda-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat OpenShift AI (RHOAI)Fixed in: rhoai/odh-vllm-gaudi-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat OpenShift AI (RHOAI)Fixed in: rhoai/odh-vllm-rocm-rhel9
redhatvendor investigatingvia redhat_api
Product: Red Hat AI Inference ServerFixed in: rhaiis/vllm-spyre-rhel9

Vendor Advisories (2)

redhatCVE-2025-62372Moderate

vllm: vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs

Nov 21, 2025
pipGHSA-pmqf-x6x8-p7qwhigh

vLLM vulnerable to DoS with incorrect shape of multimodal embedding inputs

Nov 20, 2025

References

github.com / vllm-project/vllm/commit/58fab50d82838d5014f4a14d991fdb9352c9c84b
Patch
github.com / vllm-project/vllm/pull/27204
Issue TrackingPatchVendor Advisory
github.com / vllm-project/vllm/pull/6613
Issue Tracking
github.com / vllm-project/vllm/security/advisories/GHSA-pmqf-x6x8-p7qw
MitigationVendor Advisory