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Vulnrichment
Vulnrichment
added 2026/05/14 2:59 p.m.9 views

CVE-2026-44484 Compromise of PyTorch Lightning PyPi Package Versions

PyTorch Lightning is a deep learning framework to pretrain and finetune AI models. Versions 2.6.2 and 2.6.2 have introduced functionality consistent with a credential harvesting mechanism...

9.3CVSS5.8AI score0.00392EPSS
SaveExploits0References1
Cvelist
Cvelist
added 2026/05/14 2:59 p.m.100 views

CVE-2026-44484 Compromise of PyTorch Lightning PyPi Package Versions

PyTorch Lightning is a deep learning framework to pretrain and finetune AI models. Versions 2.6.2 and 2.6.2 have introduced functionality consistent with a credential harvesting mechanism...

9.3CVSS0.00392EPSS
SaveExploits0References1
CNNVD
CNNVD
added 2026/05/14 12:0 a.m.13 views

PyTorch Lightning 安全漏洞

PyTorch Lightning is an open-source deep learning model pre-training and fine-tuning framework developed by Lightning AI. Version 2.6.2 and 2.6.2 of PyTorch Lightning contain security vulnerabilities, which stem from the introduction of features similar to those used in credential collection...

9.8CVSS5.8AI score0.00392EPSS
SaveExploits0References1
Tenable Nessus
Tenable Nessus
added 2026/05/14 12:0 a.m.14 views

Linux Distros Unpatched Vulnerability : CVE-2026-31221

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The...

8.8CVSS6.4AI score0.00385EPSS
SaveExploits1References2
OSV
OSV
added 2026/05/12 6:30 p.m.11 views

GHSA-75M9-98V2-HJPM PyTorch Lightning load_from_checkpoint has an insecure checkpoint deserialization

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.loadfromcheckpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

7.8CVSS6.3AI score0.00385EPSS
SaveExploits1References3
vulnersOsv
vulnersOsv
added 2026/05/12 6:30 p.m.12 views

ablation (=0.1.0), ace-step (=0.1.0) +579 more potentially affected by CVE-2026-31221 via pytorch-lightning (>=0.10.0 <=2.6.0)

pytorch-lightning PYPI version =0.10.0, =1.0.1, =2.1.16, =1.3.0, =0.8.1, =1.8.15, =1.8.17, =1.8.14, =1.0.0, =0.9.2, =0.1.16, =1.0.1rc1 and more Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

8.8CVSS5.7AI score0.00385EPSS
SaveExploits1
Github Security Blog
Github Security Blog
added 2026/05/12 6:30 p.m.19 views

PyTorch Lightning load_from_checkpoint has an insecure checkpoint deserialization

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.loadfromcheckpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

8.8CVSS6.3AI score0.00385EPSS
SaveExploits1References4Affected Software1
vulnersOsv
vulnersOsv
added 2026/05/12 5:22 p.m.10 views

ace-step (=0.1.0), admetica (>=1.3.0 <=1.4.1) +214 more potentially affected by CVE-2026-31221 via pytorch-lightning (>=2.0.0 <=2.6.0)

pytorch-lightning PYPI version =2.0.0, =1.3.0, =0.8.1, =1.8.15, =1.8.17, =1.8.14, =1.0.0, =0.9.2, =0.1.16, =1.0.1rc1 - anytext-z =0.1.1 - arcagent =0.0.1 - arccmd =0.2.0 and more Source cves: CVE-2026-31221 Source advisory: SNYK:PYTHON-PYTORCHLIGHTNING-16643334...

8.8CVSS5.7AI score0.00385EPSS
SaveExploits1
NVD
NVD
added 2026/05/12 4:16 p.m.19 views

CVE-2026-31221

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.loadfromcheckpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

8.8CVSS0.00385EPSS
SaveExploits1References2
UbuntuCve
UbuntuCve
added 2026/05/12 4:16 p.m.15 views

CVE-2026-31221

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.loadfromcheckpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

8.8CVSS6.3AI score0.00385EPSS
SaveExploits1References1
OSV
OSV
added 2026/05/12 4:16 p.m.10 views

UBUNTU-CVE-2026-31221

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.loadfromcheckpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

8.8CVSS6.3AI score0.00385EPSS
SaveExploits1References2
Cvelist
Cvelist
added 2026/05/12 12:0 a.m.48 views

CVE-2026-31221

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.loadfromcheckpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

0.00385EPSS
SaveExploits1References2
CVE
CVE
added 2026/05/12 12:0 a.m.32 views

CVE-2026-31221

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability (CWE-502) in the checkpoint loading mechanism. The LightningModule.load_from_checkpoint() (and related checkpoint loading paths) call torch.load() without weights_only=True, allowing deserialization of ...

8.8CVSS6.3AI score0.00385EPSS
SaveExploits1References2Affected Software1
Vulnrichment
Vulnrichment
added 2026/05/12 12:0 a.m.10 views

CVE-2026-31221

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.loadfromcheckpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

6.3AI score0.00385EPSS
SaveExploits1References2
OSV
OSV
added 2026/05/12 12:0 a.m.8 views

CVE-2026-31221

PyTorch-Lightning versions 2.6.0 and earlier contain an insecure deserialization vulnerability CWE-502 in the checkpoint loading mechanism. The LightningModule.loadfromcheckpoint method, which is commonly used to load saved model states, internally calls torch.load without setting the...

8.8CVSS6.6AI score
SaveExploits0References4
Positive Technologies
Positive Technologies
added 2026/05/12 12:0 a.m.20 views

PT-2026-40060

Name of the Vulnerable Software and Affected Versions PyTorch-Lightning versions 2.6.0 and earlier Description An insecure deserialization issue exists in the checkpoint loading mechanism. The load from checkpoint function in LightningModule internally calls torch.load without the weights only=Tr...

8.8CVSS6.5AI score0.00385EPSS
SaveExploits1References12
CNNVD
CNNVD
added 2026/05/12 12:0 a.m.13 views

Pytorch-Lightning 安全漏洞

PyTorch-Lightning is an open-source lightweight PyTorch wrapper developed by Lightning AI in the United States. It is used for high-performance AI research. Versions of PyTorch-Lightning prior to 2.6.0 contain security vulnerabilities. These vulnerabilities stem from the...

8.8CVSS6.2AI score0.00385EPSS
SaveExploits1References1
Veracode
Veracode
added 2026/05/09 5:42 a.m.11 views

Credential Harvesting Functionality

pytorchlightning is vulnerable to credential harvesting functionality. The vulnerability is due to the introduction of functionality in versions 2.6.2 that is consistent with a credential harvesting mechanism, which allows an attacker to capture or misuse sensitive credentials through malicious...

9.8CVSS5.9AI score0.00392EPSS
SaveExploits0References4Affected Software1
OSV
OSV
added 2026/05/07 12:52 a.m.34 views

GHSA-W37P-236H-PFX3 Compromise of PyTorch Lightning PyPi Package Versions

Security Advisory: Compromise of PyTorch Lightning PyPI Package Versions Published: 2026-04-30 Last Updated: 2026-05-12 Github Advisory: CVE-2026-44484 We have identified a security incident affecting certain versions of one of our PyPI packages. What happened We have determined that one or more...

9.8CVSS5.9AI score0.00392EPSS
SaveExploits0References3
Github Security Blog
Github Security Blog
added 2026/05/07 12:52 a.m.28 views

Compromise of PyTorch Lightning PyPi Package Versions

Security Advisory: Compromise of PyTorch Lightning PyPI Package Versions Published: 2026-04-30 Last Updated: 2026-05-12 Github Advisory: CVE-2026-44484 We have identified a security incident affecting certain versions of one of our PyPI packages. What happened We have determined that one or more...

9.8CVSS5.9AI score0.00392EPSS
SaveExploits0References3Affected Software1
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