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CVE-2025-62164

vLLM is an inference and serving engine for large language models (LLMs). From versions 0.10.2 to before 0.11.1, a memory corruption vulnerability could lead to a crash (denial-of-service) and potentially remote code execution (RCE), exists in the Completions API endpoint. When processing user-supplied prompt embeddings, the endpoint loads serialized tensors using torch.load() without sufficient validation. Due to a change introduced in PyTorch 2.8.0, sparse tensor integrity checks are disabled
Lifecycle PUBLISHED1 preserved revisionFact urn:baitaphish:canonical-cve-fact-revision:v2:4bfc79a7c81181e747ca397a19021b27191c707b4b564aa12f2afc897da706ab
Known exploited
Not asserted
Disputed
No
Stale source
No
Conflicts
1

Preserved source conflicts

No provider value was silently selected as the winner.

cwe · 4 assertions

{"cweId":"CWE-787","description":"CWE-787: Out-of-bounds Write","lang":"en","type":"CWE"}

  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/problemTypes/3/descriptions/0

{"cweId":"CWE-20","description":"CWE-20: Improper Input Validation","lang":"en","type":"CWE"}

  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/problemTypes/0/descriptions/0

{"cweId":"CWE-502","description":"CWE-502: Deserialization of Untrusted Data","lang":"en","type":"CWE"}

  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/problemTypes/2/descriptions/0

{"cweId":"CWE-123","description":"CWE-123: Write-what-where Condition","lang":"en","type":"CWE"}

  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/problemTypes/1/descriptions/0

Affected products and versions

1 source assertion
{"product":"vllm","vendor":"vllm-project","versions":[{"status":"affected","version":">= 0.10.2, < 0.11.1"}]}
  • cve_program_cvelist_v5affected
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/affected/0

Provider-owned CVSS observations

1 source assertion
{"metric":{"attackComplexity":"LOW","attackVector":"NETWORK","availabilityImpact":"HIGH","baseScore":8.8,"baseSeverity":"HIGH","confidentialityImpact":"HIGH","integrityImpact":"HIGH","privilegesRequired":"LOW","scope":"UNCHANGED","userInteraction":"NONE","vectorString":"CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H","version":"3.1"},"metric_type":"cvssV3_1"}
  • cve_program_cvelist_v5cvss
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/metrics/0/cvssV3_1

CWE assertions

4 source assertions
{"cweId":"CWE-787","description":"CWE-787: Out-of-bounds Write","lang":"en","type":"CWE"}
  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/problemTypes/3/descriptions/0
{"cweId":"CWE-20","description":"CWE-20: Improper Input Validation","lang":"en","type":"CWE"}
  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/problemTypes/0/descriptions/0
{"cweId":"CWE-502","description":"CWE-502: Deserialization of Untrusted Data","lang":"en","type":"CWE"}
  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/problemTypes/2/descriptions/0
{"cweId":"CWE-123","description":"CWE-123: Write-what-where Condition","lang":"en","type":"CWE"}
  • cve_program_cvelist_v5cwe
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/problemTypes/1/descriptions/0

Source references

3 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_v5reference
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/references/2
{"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_v5reference
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /containers/cna/references/1
{"name":"https://github.com/vllm-project/vllm/security/advisories/GHSA-mrw7-hf4f-83pf","tags":["x_refsource_CONFIRM"],"url":"https://github.com/vllm-project/vllm/security/advisories/GHSA-mrw7-hf4f-83pf"}
  • cve_program_cvelist_v5reference
    urn:baitaphish:normalized-source-record:v2:fdb78c8da95cfe06f7e34dbd53c3aefec9d14e3f8e7a7a9512ee9ee479ab2474 · sha256:fa35dd81f31aa54a… · /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.

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