What’s Vulnerable › Vulnerabilities

CVE-2026-31230

• Severity: critical (CVSS 9.8 v3.1)
• Exploited in the wild: not listed in CISA KEV
• EPSS: 0.6% probability of exploitation in the next 30 days
• Public exploit or detection template: none known
• Published: 2026-05-12 · updated 2026-10-19
• Weakness: CWE-88

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

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