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CVE-2026-114053— vLLM 0.7.3 before 0.31.0 RCE via mm_processor_kwargs.code_revision

Quick assessment

Affected
vllm-project vllm
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

在 vLLM 0.7.3 至 0.31.0(不含)版本中,客户端提供的 参数会被直接转发给 Transformers 的 方法。当启用 时,这允许客户端选择要导入的模型动态处理器代码的特定修订版本。若攻击者能够控制所服务模型仓库中的某个修订版本,即可向未认证的 端点发送多模态请求,从而在 vLLM API 进程中执行任意 Python 代码。

CVSS 8.1 · High
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I. Basic Information for CVE-2026-114053

Vulnerability Information

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Vulnerability Title
vLLM 0.7.3 before 0.31.0 RCE via mm_processor_kwargs.code_revision
Source: CVE Program / CVE List V5
Vulnerability Description
vLLM from 0.7.3 before 0.31.0 forwards the request-supplied mm_processor_kwargs.code_revision to Transformers AutoProcessor.from_pretrained, letting clients select which revision of a model's dynamic processor code is imported when trust_remote_code is enabled. An attacker controlling a revision in the served model repository can send a multimodal request to the unauthenticated /tokenize endpoint to execute arbitrary Python in the vLLM API process.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
对生成代码的控制不恰当(代码注入)
Source: CVE Program / CVE List V5

Affected Products

Vendor Product Affected Versions CPE Subscribe
vllm-project vllm 0.7.3 ~ 0.31.0 -

II. Public POCs for CVE-2026-114053

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III. Intelligence Information for CVE-2026-114053

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Patches & Fixes for CVE-2026-114053 (1)

Vendor Advisories for CVE-2026-114053 (2)

Same Patch Batch · vllm-project · 2026-10-21 · 7 CVEs total

CVE-2026-114050 7.5 HIGH vLLM before 0.31.0 Remote Engine Crash via Forged Multimodal UUID
CVE-2026-114055 7.5 HIGH vLLM 0.7.3 before 0.31.0 DoS via Unvalidated mm_processor_kwargs
CVE-2026-114052 7.5 HIGH vLLM 0.25.0 before 0.31.0 MOSS-Audio Memory Exhaustion via /tokenize mm_processor_kwargs
CVE-2026-114051 7.5 HIGH vLLM before 0.31.0 Denial of Service via min_tokens in /inference/v1/generate
CVE-2026-114054 6.5 MEDIUM vLLM before 0.31.0 Cross-Request Cache Aliasing via EXIF ImageID and Prefix-Cache Keys
CVE-2026-114049 3.7 LOW vLLM before 0.31.0 Stale allowed_token_ids Mask via InputBatch.condense

IV. Related Vulnerabilities

V. Comments for CVE-2026-114053

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