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.
Metrics
Affected Vendors & Products
References
History
Wed, 13 May 2026 11:00:00 +0000
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| First Time appeared |
Trusted-ai
Trusted-ai adversarial-robustness-toolbox |
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| Vendors & Products |
Trusted-ai
Trusted-ai adversarial-robustness-toolbox |
Tue, 12 May 2026 19:00:00 +0000
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| Title | Command‑Line Argument Injection in Adversarial Robustness Toolbox Enables Arbitrary Code Execution | |
| Weaknesses | CWE-20 CWE-94 |
Tue, 12 May 2026 17:30:00 +0000
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| 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 |
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Status: PUBLISHED
Assigner: mitre
Published: 2026-05-12T00:00:00.000Z
Updated: 2026-05-12T17:06:34.864Z
Reserved: 2026-03-09T00:00:00.000Z
Link: CVE-2026-31230
No data.
Status : Received
Published: 2026-05-12T18:16:51.277
Modified: 2026-05-12T18:16:51.277
Link: CVE-2026-31230
No data.