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CVE-2025-30202: vLLM Denial of Service and Data Exposure Vulnerability

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Overview

CVE-2025-30202 is a critical vulnerability affecting vLLM, a high-throughput and memory-efficient inference and serving engine. It exposes the system to potential denial of service (DoS) attacks and data leakage via ZeroMQ in multi-node vLLM deployment. This vulnerability poses a significant threat to all entities utilizing vLLM versions from 0.5.2 and prior to 0.8.5. It is noteworthy due to its potential to compromise system integrity and confidentiality.

Vulnerability Summary

CVE ID: CVE-2025-30202
Severity: High (7.5)
Attack Vector: Network
Privileges Required: None
User Interaction: None
Impact: Potential system compromise and data leakage

Affected Products

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Product | Affected Versions

vLLM | 0.5.2 to 0.8.4

How the Exploit Works

In a multi-node vLLM deployment, vLLM makes use of ZeroMQ for certain multi-node communication functions. The primary vLLM host opens an XPUB ZeroMQ socket and binds it to all interfaces. While the socket is typically opened for a multi-node deployment, it is only utilized when conducting tensor parallelism across multiple hosts.
Any client with network access to this host can connect to this XPUB socket unless its port is blocked by a firewall. Once connected, these arbitrary clients will receive all of the same data broadcasted to all of the secondary vLLM hosts. This data is internal vLLM state information that is not useful to an attacker. However, by potentially connecting to this socket many times and not reading the data published to them, an attacker can cause a DoS attack by slowing down or potentially blocking the publisher.

Conceptual Example Code

The following conceptual code represents how an attacker might continuously connect to the XPUB socket without reading the data, leading to potential DoS:

import zmq
context = zmq.Context()
socket = context.socket(zmq.SUB)
socket.connect("tcp://target_host:target_port")
while True:
# Continuously connect without reading the data
socket.recv_string(flags=zmq.NOBLOCK)

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Disclaimer:

The information and code presented in this article are provided for educational and defensive cybersecurity purposes only. Any conceptual or pseudocode examples are simplified representations intended to raise awareness and promote secure development and system configuration practices.

Do not use this information to attempt unauthorized access or exploit vulnerabilities on systems that you do not own or have explicit permission to test.

Ameeba and its authors do not endorse or condone malicious behavior and are not responsible for misuse of the content. Always follow ethical hacking guidelines, responsible disclosure practices, and local laws.
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