CVE-2025-30165: Remote Code Execution Vulnerability in vLLM Multi-Node Cluster Configuration

Published May 6, 2025
·
Updated

Affected Environments

Note that this issue only affects the V0 engine, which has been off by default since v0.8.0. Further, the issue only applies to a deployment using tensor parallelism across multiple hosts, which we do not expect to be a common deployment pattern.

Since V0 is has been off by default since v0.8.0 and the fix is fairly invasive, we have decided not to fix this issue. Instead we recommend that users ensure their environment is on a secure network in case this pattern is in use.

The V1 engine is not affected by this issue.

Impact

In a multi-node vLLM deployment using the V0 engine, vLLM uses ZeroMQ for some multi-node communication purposes. The secondary vLLM hosts open a SUB ZeroMQ socket and connect to an XPUB socket on the primary vLLM host.

https://github.com/vllm-project/vllm/blob/c21b99b91241409c2fdf9f3f8c542e8748b317be/vllm/distributed/devicecommunicators/shmbroadcast.py#L295-L301

When data is received on this SUB socket, it is deserialized with pickle. This is unsafe, as it can be abused to execute code on a remote machine.

https://github.com/vllm-project/vllm/blob/c21b99b91241409c2fdf9f3f8c542e8748b317be/vllm/distributed/devicecommunicators/shmbroadcast.py#L468-L470

Since the vulnerability exists in a client that connects to the primary vLLM host, this vulnerability serves as an escalation point. If the primary vLLM host is compromised, this vulnerability could be used to compromise the rest of the hosts in the vLLM deployment.

Attackers could also use other means to exploit the vulnerability without requiring access to the primary vLLM host. One example would be the use of ARP cache poisoning to redirect traffic to a malicious endpoint used to deliver a payload with arbitrary code to execute on the target machine.

Other sources

vLLM is an inference and serving engine for large language models. In a multi-node vLLM deployment using the V0 engine, vLLM uses ZeroMQ for some multi-node communication purposes. The secondary vLLM hosts open a SUB ZeroMQ socket and connect to an XPUB socket on the primary vLLM host. When data is received on this SUB socket, it is deserialized with pickle. This is unsafe, as it can be abused to execute code on a remote machine. Since the vulnerability exists in a client that connects to the primary vLLM host, this vulnerability serves as an escalation point. If the primary vLLM host is compromised, this vulnerability could be used to compromise the rest of the hosts in the vLLM deployment. Attackers could also use other means to exploit the vulnerability without requiring access to the primary vLLM host. One example would be the use of ARP cache poisoning to redirect traffic to a malicious endpoint used to deliver a payload with arbitrary code to execute on the target machine. Note that this issue only affects the V0 engine, which has been off by default since v0.8.0. Further, the issue only applies to a deployment using tensor parallelism across multiple hosts, which we do not expect to be a common deployment pattern. Since V0 is has been off by default since v0.8.0 and the fix is fairly invasive, the maintainers of vLLM have decided not to fix this issue. Instead, the maintainers recommend that users ensure their environment is on a secure network in case this pattern is in use. The V1 engine is not affected by this issue.

MITRE

Affected Software

2 affected components
pip/vllm>=0.5.2<=0.8.5.post1
vllm vllm>=0.5.2

Event History

May 6, 2025
Advisory Published
via GitHub·04:38 PM
CVE Published
via MITRE·04:53 PM
Data Sourced
via MITRE·04:53 PM
DescriptionSeverityWeakness
Data Sourced
via NVD·05:16 PM
DescriptionSeverityWeakness
Data Sourced
via NVD·05:16 PM
Affected Software

Frequently Asked Questions

1

What is the severity of CVE-2025-30165?

The severity of CVE-2025-30165 is not explicitly stated, but it specifically affects the V0 engine used in tensor parallelism deployments.

2

How do I fix CVE-2025-30165?

To mitigate CVE-2025-30165, avoid using the V0 engine in deployments and ensure you're using a version of vllm that is not affected.

3

What versions of vllm are affected by CVE-2025-30165?

CVE-2025-30165 affects vllm versions between 0.5.2 and 0.8.5.post1.

4

What environments are vulnerable to CVE-2025-30165?

CVE-2025-30165 only affects deployments using the V0 engine with tensor parallelism across multiple hosts.

5

Is CVE-2025-30165 relevant for all vllm users?

No, CVE-2025-30165 is relevant primarily for users employing the tensor parallelism feature with the V0 engine, which is off by default.

Contact

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