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GHSA-78cp-f66x-qmh5

Snorkel Trainer.load uses an unsafe torch.load

Source: GitHub Advisory Database (reviewed) High CVE-2026-31222

Packages

EcosystemPackageAffectedFixed in
PyPI snorkel <= 0.10.0 no fix listed

Details

As written in the advisory (Markdown source, shown as plain text).

The snorkel library thru v0.10.0 contains an insecure deserialization vulnerability (CWE-502) in the Trainer.load() method of the Trainer class. The method loads model checkpoint files using torch.load() without enabling the security-restrictive weights_only=True parameter. This default behavior allows the deserialization of arbitrary Python objects via the Pickle module. A remote attacker can exploit this by providing a maliciously crafted model file, leading to arbitrary code execution on the victim's system when the file is loaded via the vulnerable method.

References

External links from the advisory. They lead to third-party sites.