vLLM affected by RCE via auto_map dynamic module loading during model initialization
# Summary vLLM 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. --- # Impact An 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. This happens **before any request handling** and does **not require API access**. --- # Affected Versions All 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`). --- # Details During 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**. This 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. ### Relevant code - `vllm/model_executor/models/registry.py:856` — auto_map resolution - `vllm/transformers_utils/dynamic_module.py:13` — delegates to `get_class_from_dynamic_module`, which executes code --- # Fixes * https://github.com/vllm-project/vllm/pull/32194 # Credits Reported by **bugbunny.ai**
describes (1)
Related CVEs.
| ID | severity | exploitable | ||
|---|---|---|---|---|
| CVE-2026-22807US | critical9.8 | Exploit | ||
vLLM is an inference and serving engine for large language models (LLMs). Starting in version 0.10.1 and prior to version 0.14.0, vLLM loads Hugging Face `auto_map` dynamic modules… | ||||
references
External citations — patches, advisories, analysis.
- https://access.redhat.com/errata/RHSA-2026:10184WEB
- https://access.redhat.com/errata/RHSA-2026:30087WEB
- https://access.redhat.com/errata/RHSA-2026:30088WEB
- https://access.redhat.com/errata/RHSA-2026:30089WEB
- https://access.redhat.com/errata/RHSA-2026:3461WEB
- https://access.redhat.com/errata/RHSA-2026:3462WEB
- https://access.redhat.com/errata/RHSA-2026:3713WEB
- https://access.redhat.com/errata/RHSA-2026:3782WEB
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