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lightning-ai

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Exploited (KEV)0None in CISA KEV
CVSS critical5CVSS 9.0–10.0
CVSS high4CVSS 7.0–8.9

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9 records in Pytorch Lightning · all components

Priority HIGH 82

A remote code execution (RCE) vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the `deepdiff`…

CVSS 3.1CRITICAL 9.8 Network No auth No interaction EPSS 0.26831 Published 2024-06-06 Fixed in 2.3.3 CWE-915
Priority HIGH 78

In lightning-ai/pytorch-lightning version 2.3.2, a vulnerability exists in the `LightningApp` when running on a Windows host.

CVSS 3.1CRITICAL 9.1 Network No auth No interaction EPSS 0.01122 Published 2025-03-20 Fixed in 2.3.3, 2.4.0 CWE-434
Priority HIGH 72

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 _instantiato…

CVSS 4.0HIGH 8.4 Local No auth User interaction EPSS 0.00626 Published 2026-07-15 Partial fix · 2.6.6 CWE-470
Priority HIGH 72

A vulnerability in lightning-ai/pytorch-lightning version 2.3.2 allows an attacker to cause a denial of service by sending an unexpected POST request to the `/api/v1/state` endpoint of `LightningApp`.

CVSS 3.0HIGH 7.5 Network No auth No interaction EPSS 0.00642 Published 2025-03-20 No fix listed CWE-248
Priority MEDIUM 44

Code Injection in GitHub repository pytorchlightning/pytorch-lightning prior to 1.6.0.

CVSS 3.1CRITICAL 9.8 Network No auth No interaction EPSS 0.01008 Published 2022-03-05 Fixed in 1.6.0 CWE-94
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