CVE Explorer
CVE-2025-62372
vLLM is an inference and serving engine for large language models (LLMs). From version 0.5.5 to before 0.11.1, users can crash the vLLM engine serving multimodal models by passing multimodal embedding inputs with correct ndim but incorrect shape (e.g. hidden dimension is wrong), regardless of whether the model is intended to support such inputs (as defined in the Supported Models page). This issue has been patched in version 0.11.1.
Known exploited
Not asserted
Disputed
No
Stale source
No
Conflicts
0
Affected products and versions
1 source assertion{"product":"vllm","vendor":"vllm-project","versions":[{"status":"affected","version":">= 0.5.5, < 0.11.1"}]}
- cve_program_cvelist_v5affectedurn:baitaphish:normalized-source-record:v2:82950c7021e6e038324c4c1998e3513d1032339f80cd4a94ee3aae0aae84e195 · sha256:54abef3c3e91e7f0… · /containers/cna/affected/0
Provider-owned CVSS observations
1 source assertion{"metric":{"attackComplexity":"LOW","attackRequirements":"NONE","attackVector":"NETWORK","baseScore":8.3,"baseSeverity":"HIGH","privilegesRequired":"LOW","subAvailabilityImpact":"HIGH","subConfidentialityImpact":"NONE","subIntegrityImpact":"NONE","userInteraction":"NONE","vectorString":"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","version":"4.0","vulnAvailabilityImpact":"HIGH","vulnConfidentialityImpact":"NONE","vulnIntegrityImpact":"NONE"},"metric_type":"cvssV4_0"}
- cve_program_cvelist_v5cvssurn:baitaphish:normalized-source-record:v2:82950c7021e6e038324c4c1998e3513d1032339f80cd4a94ee3aae0aae84e195 · sha256:54abef3c3e91e7f0… · /containers/cna/metrics/0/cvssV4_0
CWE assertions
1 source assertion{"cweId":"CWE-129","description":"CWE-129: Improper Validation of Array Index","lang":"en","type":"CWE"}
- cve_program_cvelist_v5cweurn:baitaphish:normalized-source-record:v2:82950c7021e6e038324c4c1998e3513d1032339f80cd4a94ee3aae0aae84e195 · sha256:54abef3c3e91e7f0… · /containers/cna/problemTypes/0/descriptions/0
Source references
4 source assertions{"name":"https://github.com/vllm-project/vllm/commit/58fab50d82838d5014f4a14d991fdb9352c9c84b","tags":["x_refsource_MISC"],"url":"https://github.com/vllm-project/vllm/commit/58fab50d82838d5014f4a14d991fdb9352c9c84b"}
- cve_program_cvelist_v5referenceurn:baitaphish:normalized-source-record:v2:82950c7021e6e038324c4c1998e3513d1032339f80cd4a94ee3aae0aae84e195 · sha256:54abef3c3e91e7f0… · /containers/cna/references/3
{"name":"https://github.com/vllm-project/vllm/pull/27204","tags":["x_refsource_MISC"],"url":"https://github.com/vllm-project/vllm/pull/27204"}
- cve_program_cvelist_v5referenceurn:baitaphish:normalized-source-record:v2:82950c7021e6e038324c4c1998e3513d1032339f80cd4a94ee3aae0aae84e195 · sha256:54abef3c3e91e7f0… · /containers/cna/references/1
{"name":"https://github.com/vllm-project/vllm/pull/6613","tags":["x_refsource_MISC"],"url":"https://github.com/vllm-project/vllm/pull/6613"}
- cve_program_cvelist_v5referenceurn:baitaphish:normalized-source-record:v2:82950c7021e6e038324c4c1998e3513d1032339f80cd4a94ee3aae0aae84e195 · sha256:54abef3c3e91e7f0… · /containers/cna/references/2
{"name":"https://github.com/vllm-project/vllm/security/advisories/GHSA-pmqf-x6x8-p7qw","tags":["x_refsource_CONFIRM"],"url":"https://github.com/vllm-project/vllm/security/advisories/GHSA-pmqf-x6x8-p7qw"}
- cve_program_cvelist_v5referenceurn:baitaphish:normalized-source-record:v2:82950c7021e6e038324c4c1998e3513d1032339f80cd4a94ee3aae0aae84e195 · sha256:54abef3c3e91e7f0… · /containers/cna/references/0
Attribution and limitations
- CVE Program CVEList V5: Reproduce the MITRE copyright designation and CVE license in copies. Source →
Provider severity values are preserved separately. Baitaphish does not convert them into a risk rating, infer affected products, or treat EPSS as observed exploitation.