CVE & CISA-KEV Catalog

CVE-2026-58659

HIGH
7.8
CVSS v3
NVD

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.

How to fix

No published remediation has been found for this vulnerability's affected products yet.

Mitigation guidance may be in the linked vendor advisories in the References section below.

TridentStack Control tracks known vulnerabilities across your Windows, macOS, and Linux fleet and shows the fix as soon as one is published. See how it works

CVSS v3 Vector

Exploitability

Attack VectorLocal
Attack ComplexityLow
Privileges RequiredNone
User InteractionRequired
ScopeUnchanged

Impact

ConfidentialityHigh
IntegrityHigh
AvailabilityHigh

CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

Exploit Intelligence

0.24%probability of exploitation in 30 days
15thpercentile

Low risk: more likely to be exploited than 15% of all known CVEs.

References

Related Vulnerabilities

Other CWE-470 vulnerabilities, ordered by exploit likelihood. View all

CVESeverityCVSSEPSSExploitedFix
CVE-2021-21985Critical9.8100%KEV + RansomFix
CVE-2024-4990Critical9.179%--
CVE-2024-0200High7.272%-Fix
CVE-2022-30287High8.070%-Fix
CVE-2025-3600High7.519%--
CVE-2018-5511High7.215%--
Embed a live status badge for CVE-2026-58659
CVE-2026-58659 severity badge

Markdown

[![CVE-2026-58659](https://tridentstack.com/cve/badge/CVE-2026-58659.svg)](https://tridentstack.com/cve/CVE-2026-58659)

HTML

<a href="https://tridentstack.com/cve/CVE-2026-58659"><img src="https://tridentstack.com/cve/badge/CVE-2026-58659.svg" alt="CVE-2026-58659"></a>

Find and fix vulnerabilities across your fleet

TridentStack Control continuously scans your Windows, macOS, and Linux fleet for known vulnerabilities, prioritizes them by severity and active exploitation, and patches them automatically.

See how it worksStart freeThis CVE lookup is free and always will be.

This product uses NVD data but is not endorsed or certified by the NVD. EPSS scores courtesy of FIRST.org (https://www.first.org/epss). Source: CISA KEV Catalog. Data as of 2026-07-18.