Remote Code Execution Vulnerability in NVIDIA Triton Inference Server

CVE-2025-23316

What is CVE-2025-23316?

CVE-2025-23316 is a noteworthy vulnerability in the NVIDIA Triton Inference Server, a platform designed to streamline the deployment of machine learning models in production environments for both Windows and Linux operating systems. This vulnerability resides in the Python backend of the server's model control APIs, specifically allowing an attacker to exploit the model name parameter. By manipulating this parameter, the attacker can achieve remote code execution, which poses a significant risk to any organization utilizing this software. The ability to execute arbitrary code remotely could enable attackers to take control of the server, execute unauthorized commands, and manipulate resources that could affect the integrity and availability of the system.

Potential impact of CVE-2025-23316

1. Remote Code Execution: The most immediate threat posed by CVE-2025-23316 is the potential for remote code execution. This allows attackers to run malicious code on the server, which can lead to compromised data, unauthorized access, and exploitation of the server's capabilities.

2. Denial of Service: The vulnerability could result in denial of service (DoS) conditions where affected services become unavailable to legitimate users. This disruption can have serious repercussions for business operations and customer trust.

3. Information Disclosure and Data Tampering: Exploitation of this vulnerability may lead to unauthorized exposure of sensitive information and potential alterations of data processed by the inference server. The implications of information leaks and data manipulation can be severe, affecting not only confidentiality but also the integrity of machine learning outcomes.

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