EUVD-2026-29501
GHSA-3jxq-4q7m-7pfc
CVSS VectorNVD
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Lifecycle Timeline
4DescriptionNVD
The _load_model() function in the neural_magic_training.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f (2024-07-21) allows arbitrary code execution. When a user supplies a directory path via the --model command-line argument, the function reads a module.py file from that directory and executes its contents directly using Python's exec() function. This design does not validate or sanitize the file's content, allowing an attacker who controls the input directory to execute arbitrary Python code in the context of the process running the script.
AnalysisAI
Arbitrary code execution in optimate's neural_magic_training.py allows remote attackers to execute Python code by supplying a malicious directory path containing a crafted module.py file. The _load_model() function directly executes file contents via Python's exec() without validation. …
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RemediationAI
Within 24 hours: Identify all systems running optimate and isolate those processing external or untrusted model directories from production networks. Within 7 days: Restrict file system access to optimate's model directories to trusted sources only; implement network segmentation to prevent optimate services from accessing sensitive systems. …
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External POC / Exploit Code
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