En resumen
- CVE-2026-31222 es una vulnerabilidad ALTO (CVSS 8.8) que afecta a snorkel, snorkel (snorkel).
- Probabilidad de explotación en los próximos 30 días (EPSS): 0.39%, mayor que el 33.6% de las vulnerabilidades.
- Aún no hay una versión corregida: sigue el aviso del fabricante en Referencias.
| Package | Affected versions | Patched versions |
|---|
| snorkel PyPI | ≤ 0.10.0
| No fix yet |
| snorkel | ≤ 0.10.0
| No fix yet |
Description
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.
NVD description
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.
Running one of these products? Scan your site to see whether it exposes a vulnerable version.
Scan my site free