> CVE-2026-31229

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PUBLISHED
2026-05-12 18:16
MODIFIED
2026-05-12 18:16
EPSS (Prob. Exploit)
0.60%
Top 51.3%
DATA SOURCES:
NVD 🔗 2026-05-12 FIRST EPSS 🔗 2026-11-01

> DESCRIPTION

The Adversarial Robustness Toolbox (ART) thru 1.20.1 contains an insecure deserialization vulnerability (CWE-502) in its Kubeflow component's model loading functionality. When loading model weights from a file (e.g., model.pt) during robustness evaluation, the code uses torch.load() without the security-restrictive weights_only=True parameter. This allows the deserialization of arbitrary Python objects via the Pickle module. An attacker can exploit this by uploading a maliciously crafted model file to an object storage location referenced by the pipeline, or by controlling the model_id parameter to point to such a file. When the pipeline loads the model, the malicious payload is executed, leading to remote code execution.

> AFFECTED_PRODUCTS

ℹ️ Aucun produit affecté n'a encore été publié par NVD pour cette CVE.

> HISTORIQUE DES MODIFICATIONS

Première apparition
12/05/2026 18:16
Source: NVD
Total des modifications: 0 Dernière mise à jour: 5 months ago

> REFERENCES

https://github.com/Trusted-AI/adversarial-robustness-toolbox
https://www.notion.so/CVE-2026-31229-35d1e13931888172863dcc20beeb6b70
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