CVE-2026-31230
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).
Does this matter?
High impact if exploited, but EPSS currently rates exploitation as unlikely (0.55%). Schedule it in the normal patch cycle and watch for a rise in EPSS or a public exploit.
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.
- CVSS 3.1
- 9.8 CRITICALCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
- EPSS
- 0.55% probability · 45th percentile
- CISA KEV
- Not listed
- Weakness
- CWE-88, CWE-94
- Source
- cve@mitre.org
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
Source: NVD record, EPSS from FIRST.org, KEV from CISA. Refreshed daily.