NVD Vulnerability Detail
Search Exploit, PoC
CVE-2026-31224
Summary

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.

Publication Date May 13, 2026, 1:16 a.m.
Registration Date May 13, 2026, 4:12 a.m.
Last Update May 13, 2026, 1:38 a.m.
Related information, measures and tools
Common Vulnerabilities List