cvedb.io
CVE-2026-31218
HIGH · CVSS 8.8
EPSS exploitation probability: 0%
Published 2026-05-12T16:16:13.710 · Last modified 2026-06-17T10:33:26.857

Summary

The _load_model() function in the neural_magic_training.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f (2024-07-21) is vulnerable to insecure deserialization (CWE-502). When loading a model state dictionary from a state_dict.pt file via torch.load(), the function does not enable the weights_only=True security parameter. This allows the deserialization of arbitrary Python objects through the Pickle module. A remote attacker can exploit this by providing a maliciously crafted state_dict.pt file within a directory specified via the --model argument, leading to arbitrary code execution during the deserialization process on the victim's system.

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References

This product uses data from the NVD API but is not endorsed or certified by the NVD. Informational only; not professional security advice.