Improper Data Handling in NVIDIA Triton Inference Server

Executive Summary

CVE-2026-24264 is a vulnerability in the NVIDIA Triton Inference Server for Linux where the software improperly handles highly compressed data.

An attacker can exploit this flaw by sending specially crafted highly compressed data, which the server does not handle correctly.

This improper handling can lead to a denial of service condition, meaning the server could become unavailable or crash.

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Detection Guidance

This vulnerability affects NVIDIA Triton Inference Server for Linux versions 0.0 to 26.03. Detection involves identifying if these versions are running on your system.

You can check the installed version of the Triton Inference Server by running commands such as:

• dpkg -l | grep triton_inference_server (on Debian-based systems)
• rpm -qa | grep triton_inference_server (on RPM-based systems)
• tritonserver --version (if the command is available)

Additionally, monitoring for unusual denial of service symptoms or crashes related to handling highly compressed data in the Triton server logs may help detect exploitation attempts.

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Impact Analysis

The primary impact of this vulnerability is a denial of service (DoS) condition on the NVIDIA Triton Inference Server running on Linux.

An attacker exploiting this vulnerability can cause the server to become unresponsive or crash, disrupting services that rely on it.

This can lead to downtime, loss of availability, and potential interruption of critical inference workloads.

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Compliance Impact

There is no information provided in the available resources or CVE data regarding how this vulnerability affects compliance with common standards and regulations such as GDPR or HIPAA.

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Mitigation Strategies

Immediate mitigation steps include updating the NVIDIA Triton Inference Server to a version later than 26.03 where this vulnerability is fixed.

If an update is not immediately possible, consider restricting network access to the Triton server to trusted sources only, to reduce the risk of exploitation.

Monitoring server logs for abnormal behavior and applying any vendor-provided patches or security bulletins related to this CVE is also recommended.

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