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RedhatCVE
RedhatCVE
added 2026/05/15 6:8 a.m.10 views

CVE-2026-44484

A flaw was found in PyTorch Lightning. This deep learning framework introduced functionality that could be leveraged as a credential harvesting mechanism. A remote attacker could exploit this to obtain sensitive user credentials, leading to significant information disclosure and potential further...

9.8CVSS5.7AI score0.00062EPSS
Exploits0References4
NVD
NVD
added 2026/05/14 3:16 p.m.7 views

CVE-2026-44484

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...

9.8CVSS0.00062EPSS
Exploits0References1
CVE
CVE
added 2026/05/14 2:59 p.m.12 views

CVE-2026-44484

PyTorch Lightning PyPI package versions 2.6.2 and 2.6.3 have been compromised, introducing functionality consistent with a credential harvesting mechanism. This is reflected across CVE-2026-44484 and associated advisories (GHSA-w37p-236h-pfx3; OSV). The root cause is under investigation; affected...

9.8CVSS5.8AI score0.00062EPSS
Exploits0References1Affected Software1
EUVD
EUVD
added 2026/05/14 2:59 p.m.5 views

EUVD-2026-30303

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 score0.00062EPSS
Exploits0References1
Vulnrichment
Vulnrichment
added 2026/05/14 2:59 p.m.4 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 score0.00062EPSS
Exploits0References1
ATTACKERKB
ATTACKERKB
added 2026/05/14 2:59 p.m.5 views

CVE-2026-44484

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 score0.00062EPSS
Exploits0References2Affected Software1
Cvelist
Cvelist
added 2026/05/14 2:59 p.m.33 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...

9.3CVSS0.00062EPSS
Exploits0References1
CNNVD
CNNVD
added 2026/05/14 12:0 a.m.5 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 score0.00062EPSS
Exploits0References1
Tenable Nessus
Tenable Nessus
added 2026/05/14 12:0 a.m.3 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...

8.8CVSS6.3AI score0.00191EPSS
Exploits1References2
vulnersOsv
vulnersOsv
added 2026/05/12 6:30 p.m.3 views

ablation (=0.1.0), ace-step (=0.1.0) +577 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...

8.8CVSS5.8AI score0.00191EPSS
Exploits1
Github Security Blog
Github Security Blog
added 2026/05/12 6:30 p.m.8 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 score0.00191EPSS
Exploits1References4Affected Software1
OSV
OSV
added 2026/05/12 6:30 p.m.4 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 score0.00191EPSS
Exploits1References3
vulnersOsv
vulnersOsv
added 2026/05/12 5:22 p.m.4 views

adaptive-kmpc-py (>=0.1.0 <=0.1.1), admetica (>=1.3.0 <=1.4.1) +227 more potentially affected by CVE-2026-31221 via lightning (>=2.0.0 <=2.6.0.dev20251123)

lightning PYPI version =2.0.0, =0.1.0, =1.3.0, =1.9.0, =1.9.0, =0.1.16, =0.3.0, =0.1.0, =0.1.0, =0.8.3b20230916, =0.8.3b20230916, =1.5.1b20260510 and more Source cves: CVE-2026-31221 Source advisory: SNYK:PYTHON-LIGHTNING-16643333...

8.8CVSS5.8AI score0.00191EPSS
Exploits1
vulnersOsv
vulnersOsv
added 2026/05/12 5:22 p.m.4 views

ace-step (=0.1.0), admetica (>=1.3.0 <=1.4.1) +212 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...

8.8CVSS5.8AI score0.00191EPSS
Exploits1
Snyk
Snyk
added 2026/05/12 5:22 p.m.3 views

Deserialization of Untrusted Data

Overview lightning is a Deep Learning framework to train, deploy, and ship AI products Lightning fast. Affected versions of this package are vulnerable to Deserialization of Untrusted Data in the LightningModule.loadfromcheckpoint function. Any workflow that calls this function on an untrusted...

9.8CVSS6.2AI score0.00191EPSS
Exploits1References2
NVD
NVD
added 2026/05/12 4:16 p.m.2 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...

8.8CVSS0.00191EPSS
Exploits1References2
UbuntuCve
UbuntuCve
added 2026/05/12 4:16 p.m.4 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 score0.00191EPSS
Exploits1References1
OSV
OSV
added 2026/05/12 4:16 p.m.0 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 score0.00191EPSS
Exploits1References2
CNNVD
CNNVD
added 2026/05/12 12:0 a.m.4 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 score0.00191EPSS
Exploits1References1
Positive Technologies
Positive Technologies
added 2026/05/12 12:0 a.m.7 views

PT-2026-40060

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 method, which is commonly used to load saved model states, internally calls torch.load without setting the...

6.3AI score0.00191EPSS
Exploits1References3
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