NVD Vulnerability Detail
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CVE-2026-31228
Summary

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.

Publication Date May 13, 2026, 1:16 a.m.
Registration Date May 13, 2026, 4:12 a.m.
Last Update May 13, 2026, 1:16 a.m.
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