CVE-2025-5173

HumanSignal label-studio-ml-backend PT File neural_nets.py load deserialization

Published May 26, 2025 CVSS 4.0 · 4.8 Medium EPSS < 1% KEV · Not listed
Description
A vulnerability has been found in HumanSignal label-studio-ml-backend up to 9fb7f4aa186612806af2becfb621f6ed8d9fdbaf and classified as problematic. Affected by this vulnerability is the function load of the file label-studio-ml-backend/label_studio_ml/examples/yolo/utils/neural_nets.py of the component PT File Handler. The manipulation of the argument path leads to deserialization. An attack has to be approached locally. This product takes the approach of rolling releases to provide continious delivery. Therefore, version details for affected and updated releases are not available.

Remediation

No solution or workaround provided in the CVE record

Tracking

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Advisories

Source ID Title
EUVD EUVD EUVD-2025-16264 HumanSignal label-studio-ml-backend Deserialization of Untrusted Data vulnerability
Github GHSA Github GHSA GHSA-55g9-6c2x-gf8q HumanSignal label-studio-ml-backend Deserialization of Untrusted Data vulnerability
History
Type Values Removed Values Added
First Time appeared Humansignal
Humansignal label Studio Ml Backend
CPEs cpe:2.3:a:humansignal:label_studio_ml_backend:*:*:*:*:*:*:*:*
Vendors & Products Humansignal
Humansignal label Studio Ml Backend
Type Values Removed Values Added
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'none', 'Technical Impact': 'partial'}, 'version': '2.0.3'}

Type Values Removed Values Added
Description A vulnerability has been found in HumanSignal label-studio-ml-backend up to 9fb7f4aa186612806af2becfb621f6ed8d9fdbaf and classified as problematic. Affected by this vulnerability is the function load of the file label-studio-ml-backend/label_studio_ml/examples/yolo/utils/neural_nets.py of the component PT File Handler. The manipulation of the argument path leads to deserialization. An attack has to be approached locally. This product takes the approach of rolling releases to provide continious delivery. Therefore, version details for affected and updated releases are not available.
Title HumanSignal label-studio-ml-backend PT File neural_nets.py load deserialization
Weaknesses CWE-20
CWE-502
References
Metrics cvssV2_0

{'score': 4.3, 'vector': 'AV:L/AC:L/Au:S/C:P/I:P/A:P'}

cvssV3_0

{'score': 5.3, 'vector': 'CVSS:3.0/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L'}

cvssV3_1

{'score': 5.3, 'vector': 'CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L'}

cvssV4_0

{'score': 4.8, 'vector': 'CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:N/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N'}

Weaknesses

Sources

Status
PUBLISHED
Assigner
VulDB
Published
Updated
May 28, 2025, 5:36 PM
Reserved
May 25, 2025, 1:35 PM
Status
Analyzed
Published
May 26, 2025, 7:15 AM
Modified
Jun 17, 2026, 9:47 AM