References to Advisories, Solutions, and Tools

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Change History

AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

CWE-94

The Adversarial Robustness Toolbox (ART) thru 1.20.1 contains a remote code execution vulnerability in its Kubeflow component. The robustness evaluation function for PyTorch models uses the unsafe eval() function to dynamically evaluate user-supplied strings for the LossFn and Optimizer parameters without any sanitization or security restrictions. An attacker can exploit this by providing a specially crafted string that contains arbitrary Python code, which will be executed when eval() is called, leading to complete compromise of the system running the ART evaluation.

https://github.com/Trusted-AI/adversarial-robustness-toolbox

https://www.notion.so/CVE-2026-31228-35d1e1393188817f9ab0dc4b1651dfe9