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CVE-2026-58659: Use of Externally-Controlled Input to Select Classes or Code ('Unsafe Reflection') in Lightning-AI pytorch-lightning

0
High
VulnerabilityCVE-2026-58659cvecve-2026-58659
Published: 07/15/2026 (07/15/2026, 17:02:40 UTC)
Source: CVE Database V5
Vendor/Project: Lightning-AI
Product: pytorch-lightning

Description

PyTorch Lightning through 2.6.5, fixed in commit d710d68, contains a remote code execution vulnerability in the _load_state function that imports and executes attacker-controlled module names from checkpoint _instantiator hyperparameters. Attackers can craft malicious checkpoint files that bypass weights_only=True protections to execute arbitrary code when LightningModule.load_from_checkpoint is called.

CVSS v4.0

Score 8.4high

Attack Vector
Local
Attack Complexity
Low
Attack Requirements
None
Privileges Required
None
User Interaction
Active
Vuln. Confidentiality
High
Vuln. Integrity
High
Vuln. Availability
High
Subsq. Confidentiality
None
Subsq. Integrity
None
Subsq. Availability
None
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Affected software

GitHub Actionsmore threats →cve
pytorch-lightning
pkg:github/pytorch-lightning
Affected versions
<=2.6.5

Run on your own infrastructure? Check whether these packages are installed with threat-finder — our free open-source scanner.

Technical Details

Data Version
5.2
Assigner Short Name
VulnCheck
Date Reserved
2026-07-01T21:54:37.946Z
Cvss Version
4.0
State
PUBLISHED
Remediation Level
null

Threat ID: 6a57c45368715ace431fb2a0

Added to database: 07/15/2026, 17:33:07 UTC

Last updated: 07/15/2026, 17:33:07 UTC

Views: 1

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