CVE-2026-27893: Vllm Remote Code Execution Vulnerability
HIGHCVE-2026-27893 is a HIGH (CVSS 8.8) remote code execution vulnerability (CWE-693: Protection Mechanism Failure) affecting Vllm libraries in the PyPI ecosystem. The issue involves vllm has hardcoded trust override in model files enables rce despite explicit user opt-out. Remediation is available by upgrading affected packages to version 0.18.0.
CVE-2026-27893 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-2026-27893
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>=0.18.0
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-2026-27893, 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 0.18.0), 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-693: Protection Mechanism Failure, where the product does not use or incorrectly uses a protection mechanism that provides sufficient defense against directed attacks against the product. 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-2026-27893 Affected Vllm Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
vllm
|
PyPI |
≥ 0.10.1
< 0.18.0
|
0.18.0
|
References
Frequently Asked Questions
What is CVE-2026-27893?
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What version fixes CVE-2026-27893?
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Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-7972-pg2x-xr59",
"modified" : "2026-07-17T16:18:07Z",
"published" : "2026-03-27T15:27:20Z",
"aliases" : [ "CVE-2026-27893" ],
"summary" : "vLLM has Hardcoded Trust Override in Model Files Enables RCE Despite Explicit User Opt-Out",
"details" : "### Summary\n\n Two model implementation files hardcode `trust_remote_code=True` when loading sub-components, bypassing the user's explicit `--trust-remote-code=False` security opt-out. This enables remote code execution via malicious model\n repositories even when the user has explicitly disabled remote code trust.\n\n ### Details\n\n **Affected files (latest main branch):**\n\n 1. `vllm/model_executor/models/nemotron_vl.py:430`\n ```python\n vision_model = AutoModel.from_config(config.vision_config, trust_remote_code=True)\n```\n\n 2. vllm/model_executor/models/kimi_k25.py:177\n \n```python\n cached_get_image_processor(self.ctx.model_config.model, trust_remote_code=True)\n```\n\n Both pass a hardcoded trust_remote_code=True to HuggingFace API calls, overriding the user's global --trust-remote-code=False setting.\n\n Relation to prior CVEs:\n - CVE-2025-66448 fixed auto_map resolution in vllm/transformers_utils/config.py (config loading path)\n - CVE-2026-22807 fixed broader auto_map at startup\n - Both fixes are present in the current code. These hardcoded instances in model files survived both patches — different code paths.\n\n### Impact\n\n Remote code execution. An attacker can craft a malicious model repository that executes arbitrary Python code when loaded by vLLM, even when the user has explicitly set --trust-remote-code=False. This undermines the security guarantee\n that trust_remote_code=False is intended to provide.\n\n Remediation: Replace hardcoded trust_remote_code=True with self.config.model_config.trust_remote_code in both files. Raise a clear error if the model component requires remote code but the user hasn't opted in.",
"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" : "0.18.0"
} ]
} ]
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/vllm-project/vllm/security/advisories/GHSA-7972-pg2x-xr59"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-27893"
}, {
"type" : "WEB",
"url" : "https://github.com/vllm-project/vllm/pull/36192"
}, {
"type" : "WEB",
"url" : "https://github.com/vllm-project/vllm/commit/00bd08edeee5dd4d4c13277c0114a464011acf72"
}, {
"type" : "WEB",
"url" : "https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-27893.json"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/vllm-project/vllm"
}, {
"type" : "WEB",
"url" : "https://github.com/pypa/advisory-database/tree/main/vulns/vllm/PYSEC-2026-2297.yaml"
}, {
"type" : "WEB",
"url" : "https://bugzilla.redhat.com/show_bug.cgi?id=2452055"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/security/cve/CVE-2026-27893"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:8748"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:8747"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:8746"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:37275"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:24977"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:19725"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:19724"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:19712"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:10141"
}, {
"type" : "WEB",
"url" : "https://access.redhat.com/errata/RHSA-2026:10140"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-693" ],
"severity" : "HIGH",
"github_reviewed" : true,
"github_reviewed_at" : "2026-03-27T15:27:20Z",
"nvd_published_at" : "2026-03-27T00:16:22Z"
}
}