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). 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 v3 9.8 CRITICAL

9.8^/10

CVSS v3 : CRITICAL

Vector :

Exploitability : 3.9 / Impact : 5.9

Attack Vector NETWORK

Attack Complexity LOW

Privileges Required NONE

User Interaction NONE

Confidentiality Impact HIGH

Integrity Impact HIGH

Availability Impact HIGH

Scope UNCHANGED

References

Link	Resource
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

Configurations

No configuration.

History

No history.

Information

Published : 2026-05-12 18:16

Updated : 2026-08-11 13:18

NVD link : CVE-2026-31230

Mitre link : CVE-2026-31230

CVE.ORG link : CVE-2026-31230

JSON object : View

Products Affected

No product.

CWE

CWE-88

Improper Neutralization of Argument Delimiters in a Command ('Argument Injection')

CWE-94

Improper Control of Generation of Code ('Code Injection')

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