CVE-2025-59425 vLLM vulnerable to timing attack at bearer auth
Attackers can bypass authentication in vLLM by exploiting a timing side-channel in API key validation to recover valid keys.
- Exploited in the wild
- Not known
- Login needed
- Not needed
- Attackable
- Over the internet
- Victim action needed
- Not needed
- Fix
- Available
What is CVE-2025-59425?
CVE-2025-59425 is a high-severity authentication bypass vulnerability in Vllm Vllm, published on 7 Oct 2025. An attacker can exploit it over the internet without logging in, with no action from the victim.
Official description
vLLM is an inference and serving engine for large language models (LLMs). Before version 0.11.0rc2, the API key support in vLLM performs validation using a method that was vulnerable to a timing attack. API key validation uses a string comparison that takes longer the more characters the provided API key gets correct. Data analysis across many attempts could allow an attacker to determine when it finds the next correct character in the key sequence. Deployments relying on vLLM's built-in API key validation are vulnerable to authentication bypass using this technique. Version 0.11.0rc2 fixes the issue.
Weakness: CWE-385
Which versions are affected by CVE-2025-59425?
3 open source packages ship an affected version, including vllm. It affects 1 product.
| Package | Affected | Fixed in |
|---|---|---|
vllm PyPI | All versions | 0.11.0 |
vllm PyPI | All versions | 0.11.0 |
vllm PyPI | All versions | 0.11.0 |
Products include Vllm Vllm.
How do I fix CVE-2025-59425?
Upgrade vllm to 0.11.0 or later.
Upgrade, and rotate credentials and sessions that may have been exposed. More about Authentication bypass.
Is CVE-2025-59425 being exploited?
There is no known exploitation of CVE-2025-59425 in the wild and no public exploit code.
Other vulnerabilities in Vllm Vllm
- CVE-2025-32444 vLLM Vulnerable to Remote Code Execution via Mooncake Integration
- CVE-2026-22778 vLLM leaks a heap address when PIL throws an error
- CVE-2025-47277 vLLM Allows Remote Code Execution via PyNcclPipe Communication Service
- CVE-2024-11041 Remote Code Execution in vllm-project/vllm
- CVE-2026-48746 vLLM: OpenAI auth bypass
Sources
Also known as GHSA-wr9h-g72x-mwhm, PYSEC-2026-2026.