Description
skops is a Python library which helps users share and ship their scikit-learn based models. Versions 0.11.0 and below contain an inconsistency in MethodNode, which can be exploited to access unexpected object fields through dot notation. This can be used to achieve arbitrary code execution at load time. While this issue may seem similar to GHSA-m7f4-hrc6-fwg3, it is actually more severe, as it relies on fewer assumptions about trusted types. This is fixed in version 12.0.0.
Published: 2025-07-26
Score: 8.7 High
EPSS: < 1% Very Low
KEV: No
Impact: n/a
Action: n/a
AI Analysis

No analysis available yet.

Remediation

No remediation available yet.

Tracking

Sign in to view the affected projects.

Advisories
Source ID Title
EUVD EUVD EUVD-2025-22762 Skops may allow MethodNode to access unexpected object fields through dot notation, leading to arbitrary code execution at load time
Github GHSA Github GHSA GHSA-4v6w-xpmh-gfgp Skops may allow MethodNode to access unexpected object fields through dot notation, leading to arbitrary code execution at load time
History

Mon, 28 Jul 2025 14:15:00 +0000

Type Values Removed Values Added
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'poc', 'Technical Impact': 'total'}, 'version': '2.0.3'}


Sat, 26 Jul 2025 03:45:00 +0000

Type Values Removed Values Added
Description skops is a Python library which helps users share and ship their scikit-learn based models. Versions 0.11.0 and below contain an inconsistency in MethodNode, which can be exploited to access unexpected object fields through dot notation. This can be used to achieve arbitrary code execution at load time. While this issue may seem similar to GHSA-m7f4-hrc6-fwg3, it is actually more severe, as it relies on fewer assumptions about trusted types. This is fixed in version 12.0.0.
Title skops' MethodNode can access unexpected object fields through dot notation, leading to arbitrary code execution at load time
Weaknesses CWE-351
References
Metrics cvssV4_0

{'score': 8.7, 'vector': 'CVSS:4.0/AV:L/AC:L/AT:P/PR:N/UI:A/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H'}


Subscriptions

No data.

cve-icon MITRE

Status: PUBLISHED

Assigner: GitHub_M

Published:

Updated: 2025-07-28T13:59:58.255Z

Reserved: 2025-07-21T23:18:10.280Z

Link: CVE-2025-54413

cve-icon Vulnrichment

Updated: 2025-07-28T13:59:50.260Z

cve-icon NVD

Status : Awaiting Analysis

Published: 2025-07-26T04:16:06.793

Modified: 2025-07-29T14:14:55.157

Link: CVE-2025-54413

cve-icon Redhat

No data.

cve-icon OpenCVE Enrichment

No data.

Weaknesses