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 a user provides a single model file path (e.g., .pt or .pth) via the --model command-line argument, the function loads the file using torch.load() without enabling 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 model file, leading to arbitrary code execution during deserialization on the victim's system.
History

Tue, 12 May 2026 18:15:00 +0000

Type Values Removed Values Added
Title Insecure Deserialization in Optimate Allows Arbitrary Code Execution
Weaknesses CWE-502

Tue, 12 May 2026 16:00:00 +0000

Type Values Removed Values Added
Description 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 a user provides a single model file path (e.g., .pt or .pth) via the --model command-line argument, the function loads the file using torch.load() without enabling 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 model file, leading to arbitrary code execution during deserialization on the victim's system.
References

cve-icon MITRE

Status: PUBLISHED

Assigner: mitre

Published:

Updated: 2026-05-12T15:08:04.913Z

Reserved: 2026-03-09T00:00:00.000Z

Link: CVE-2026-31219

cve-icon Vulnrichment

No data.

cve-icon NVD

Status : Received

Published: 2026-05-12T16:16:13.813

Modified: 2026-05-12T16:16:13.813

Link: CVE-2026-31219

cve-icon Redhat

No data.

cve-icon OpenCVE Enrichment

Updated: 2026-05-12T18:00:12Z