CVE-2026-22807: Vllm Remote Code Execution Vulnerability
HIGHCVE-2026-22807 is a HIGH (CVSS 8.8) remote code execution vulnerability (CWE-94: Improper Control of Generation of Code ('Code Injection')) affecting Vllm libraries in the PyPI ecosystem. The issue involves vllm affected by rce via auto_map dynamic module loading during model initialization. Remediation is available by upgrading affected packages to version 0.14.0.
CVE-2026-22807 at a Glance
Security Impact
CVSS: 8.8
The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H).
How to Fix CVE-2026-22807
To remediate this vulnerability, upgrade all affected Vllm dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.
pip install vllm>=0.14.0
Run the following command in your project directory to verify that all resolved dependencies use the patched release:
pip show vllm
How to Check if You Are Affected
To determine whether your Python environment is affected by CVE-2026-22807, inspect your installed packages using pip:
pip show vllm
Analyze the terminal output to locate any version of Vllm in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 0.14.0), your application is affected.
Note: The pip show vllm command checks currently installed packages in your active Python environment.
Technical Details
Vulnerability Mechanism & Technical Analysis
This vulnerability is classified under CWE-94: Improper Control of Generation of Code ('Code Injection'), where the product constructs all or part of a code segment using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify the syntax or behavior of the intended code segment. In Vllm, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.
Source Advisory Statement
CVE-2026-22807 Affected Vllm Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
vllm
|
PyPI |
≥ 0.10.1
< 0.14.0
|
0.14.0
|
References
Frequently Asked Questions
What is CVE-2026-22807?
Which Vllm versions are affected?
What version fixes CVE-2026-22807?
Is vllm affected?
What is the CVSS score of CVE-2026-22807?
What CWE is associated with CVE-2026-22807?
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Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-2pc9-4j83-qjmr",
"modified" : "2026-07-21T12:32:15Z",
"published" : "2026-01-21T16:12:54Z",
"aliases" : [ "CVE-2026-22807" ],
"summary" : "vLLM affected by RCE via auto_map dynamic module loading during model initialization",
"details" : "# Summary\n\nvLLM loads Hugging Face `auto_map` dynamic modules during model resolution **without gating on `trust_remote_code`**, allowing attacker-controlled Python code in a model repo/path to execute at server startup.\n\n---\n\n# Impact\n\nAn attacker who can influence the model repo/path (local directory or remote Hugging Face repo) can achieve **arbitrary code execution** on the vLLM host during model load. \nThis happens **before any request handling** and does **not require API access**.\n\n---\n\n# Affected Versions\n\nAll versions where `vllm/model_executor/models/registry.py` resolves `auto_map` entries with `try_get_class_from_dynamic_module` **without checking `trust_remote_code`** (at least current `main`).\n\n---\n\n# Details\n\nDuring model resolution, vLLM unconditionally iterates `auto_map` entries from the model config and calls `try_get_class_from_dynamic_module`, which delegates to Transformers’ `get_class_from_dynamic_module` and **executes the module code**.\n\nThis occurs even when `trust_remote_code` is `false`, allowing a malicious model repo to embed code in a referenced module and have it executed during initialization.\n\n### Relevant code\n\n- `vllm/model_executor/models/registry.py:856` — auto_map resolution \n- `vllm/transformers_utils/dynamic_module.py:13` — delegates to `get_class_from_dynamic_module`, which executes code\n\n---\n\n# Fixes\n\n* https://github.com/vllm-project/vllm/pull/32194\n\n# Credits\n\nReported by **bugbunny.ai**",
"severity" : [ {
"type" : "CVSS_V3",
"score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H"
} ],
"affected" : [ {
"package" : {
"ecosystem" : "PyPI",
"name" : "vllm"
},
"ranges" : [ {
"type" : "ECOSYSTEM",
"events" : [ {
"introduced" : "0.10.1"
}, {
"fixed" : "0.14.0"
} ]
} ]
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/vllm-project/vllm/security/advisories/GHSA-2pc9-4j83-qjmr"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-22807"
}, {
"type" : "WEB",
"url" : "https://github.com/vllm-project/vllm/pull/32194"
}, {
"type" : "WEB",
"url" : "https://github.com/vllm-project/vllm/commit/78d13ea9de4b1ce5e4d8a5af9738fea71fb024e5"
}, {
"type" : "WEB",
"url" : "https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-22807.json"
}, {
"type" : "WEB",
"url" : "https://pypi.org/project/vllm"
}, {
"type" : "WEB",
"url" : "https://github.com/vllm-project/vllm/releases/tag/v0.14.0"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/vllm-project/vllm"
}, {
"type" : "WEB",
"url" : "https://github.com/pypa/advisory-database/tree/main/vulns/vllm/PYSEC-2026-2010.yaml"
}, {
"type" : "ADVISORY",
"url" : "https://github.com/advisories/GHSA-2pc9-4j83-qjmr"
}, {
"type" : "WEB",
"url" : "https://bugzilla.redhat.com/show_bug.cgi?id=2431865"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/security/cve/CVE-2026-22807"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:5119"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:42644"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:3782"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:3713"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:3462"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:3461"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:30089"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:30088"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:30087"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:10184"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-94" ],
"severity" : "HIGH",
"github_reviewed" : true,
"github_reviewed_at" : "2026-01-21T16:12:54Z",
"nvd_published_at" : "2026-01-21T22:15:49Z"
}
}