CVE-2026-31228

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.

• github.comhttps://github.com/Trusted-AI/adversarial-robustness-toolbox
• www.notion.sohttps://www.notion.so/CVE-2026-31228-35d1e1393188817f9ab0dc4b1651dfe9
• access.redhat.comhttps://access.redhat.com/security/cve/CVE-2026-31228
• bugzilla.redhat.comhttps://bugzilla.redhat.com/show_bug.cgi?id=2476522
• security.access.redhat.comhttps://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-31228.json