CVE-2026-41523 vLLM: Security Check Bypass via assert Statement in Activation Function Loading Allows Arbitrary Code Execution

High 7.5 Published Updated

Attackers can execute arbitrary code on vLLM servers by publishing malicious models when the server runs in Python optimized mode.

Exploited in the wild
Not known
Login needed
Not needed
Attackable
Over the internet
Victim action needed
A user has to click or open something
Fix
Available

What is CVE-2026-41523?

CVE-2026-41523 is a high-severity code injection vulnerability in Vllm Vllm, published on 22 Jun 2026. An attacker can exploit it over the internet without logging in, and only if a user opens a file or follows a link.

Official description

vLLM is an inference and serving engine for large language models (LLMs). Prior to 0.22.0, an assert-based security check in vLLM's activation function loading allows any unauthenticated attacker to achieve arbitrary code execution on the server by publishing a malicious HuggingFace model, when vLLM runs in Python optimized mode (python -O or PYTHONOPTIMIZE=1). This vulnerability is fixed in 0.22.0.

Weakness: CWE-94, CWE-617

Which versions are affected by CVE-2026-41523?

3 open source packages ship an affected version, including vllm. It affects 1 product.

PackageAffectedFixed in
vllm PyPIAll versions0.22.0
vllm PyPIAll versions0.22.0
vllm PyPIAll versions0.22.0

Products include Vllm Vllm.

How do I fix CVE-2026-41523?

Upgrade vllm to 0.22.0 or later.

Upgrade, and never evaluate templates, expressions or code built from user input. More about Code injection.

Is CVE-2026-41523 being exploited?

There is no known exploitation of CVE-2026-41523 in the wild and no public exploit code.

All Vllm Vllm vulnerabilities

Sources

Also known as GHSA-q8gq-377p-jq3r, MINI-7p69-f6m2-cc4r, MINI-jx2c-gf52-2pw6, MINI-rjgp-hvfc-vvgm, PYSEC-2026-2300.

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