GitHub Advisoryadvisory · PyPI
GHSA-gpx5-7xm4-229w Snorkel MultitaskClassifier.load uses an unsafe torch.load
HIGH
Official page ↗
- Aliases
- CVE-2026-31224
- Ecosystem
- PyPI
- Packages
- snorkel
- Severity
- High
- CVSS vector
- CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
- Weaknesses
- CWE-502
- Reviewed
- 2026-05-18
Affected packages
• PyPI snorkel: <= 0.10.0 (no fix yet)
Description
The snorkel library thru v0.10.0 contains an insecure deserialization vulnerability (CWE-502) in the MultitaskClassifier.load() method of the MultitaskClassifier class. The method loads model weight 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.
Related
Alias · CVE (1)
- CVE-2026-31224 The snorkel library thru v0.10.0 contains an insecure deserialization vulnerability (CWE-502) in the MultitaskClassifier.load() method of… vulnerability
Weakness · CWE (1)
- CWE-502 Deserialization of Untrusted Data weakness