CVE-2026-31230
Medium
Elevated severity or exploit probability.
CVSS base
9.8
CRITICAL
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
EPSS — probability of exploitation (30 days)
0.8%
54.9th percentile
CISA KEV
Not listed
Weakness / dates
CWE-94
Published 2026-05-12 · modified 2026-08-11
Description
The Adversarial Robustness Toolbox (ART) thru 1.20.1 contains a command-line argument injection vulnerability in its Kubeflow component (robustness_evaluation_fgsm_pytorch.py). The script uses the unsafe eval() function to parse string values provided via the --clip_values and --input_shape command-line arguments. This allows an attacker to inject arbitrary Python code into these arguments, which will be executed when eval() is called. The vulnerability can be exploited remotely if an attacker can control these arguments (e.g., through pipeline configuration or automated scripts), leading to arbitrary code execution on the system running the ART evaluation.
References
- https://github.com/Trusted-AI/adversarial-robustness-toolbox
- https://www.notion.so/CVE-2026-31230-35d1e13931888126b624d12769c0e040
- https://access.redhat.com/security/cve/CVE-2026-31230
- https://bugzilla.redhat.com/show_bug.cgi?id=2476634
- https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-31230.json