CVE-2026-31222

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Source

https://cve.org/CVERecord?id=CVE-2026-31222

Import Source

https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2026-31222.json

JSON Data

https://api.osv.dev/v1/vulns/CVE-2026-31222

Aliases

Published

2026-05-12T00:00:00Z

Modified

2026-08-12T03:51:33Z

Severity

8.8 (High) CVSS_V3 - CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H CVSS Calculator

Summary

[none]

Details

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.

Database specific

{
    "cna_assigner": "mitre",
    "osv_generated_from": "https://github.com/CVEProject/cvelistV5/tree/main/cves/2026/31xxx/CVE-2026-31222.json"
}

References

Affected packages

Git / github.com/snorkel-team/snorkel

Affected ranges

Type

GIT

Repo

https://github.com/snorkel-team/snorkel

Events

Introduced

Last Affected

9b642a212abec640a868ccc558fa3dbeb4c6a390

Database specific

Show details

{
    "cpe": "cpe:2.3:a:snorkel:snorkel:*:*:*:*:*:*:*:*",
    "extracted_events": [
        {
            "introduced": "0"
        },
        {
            "last_affected": "0.10.0"
        }
    ],
    "source": "CPE_RANGE"
}

Affected versions

v0.*

v0.10.0

v0.4

v0.5

v0.6

v0.6.1

v0.6.2

v0.6.3

v0.7.0-beta

v0.9.0

v0.9.1

v0.9.2

v0.9.3

v0.9.4

v0.9.5

v0.9.6

v0.9.7

v0.9.8

v0.9.9

Database specific

source

"https://storage.googleapis.com/cve-osv-conversion/osv-output/CVE-2026-31222.json"