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vulnersOsv
vulnersOsv
•added 2026/05/12 6:30 p.m.•1 views

nemo-toolkit (1.0.0rc1) potentially affected by CVE-2026-31221 via pytorch-lightning (1.1.5)

pytorch-lightning PYPI version 1.1.5 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - nemo-toolkit 1.0.0rc1 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

8.8CVSS5.8AI score0.00554EPSS
SaveExploits1
vulnersOsv
vulnersOsv
•added 2026/05/12 6:30 p.m.•2 views

unscribe (>=0.0.1, <=0.0.2) potentially affected by CVE-2026-31221 via pytorch-lightning (1.2.9)

pytorch-lightning PYPI version 1.2.9 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - unscribe =0.0.1, =0.0.2 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

8.8CVSS5.8AI score0.00554EPSS
SaveExploits1
vulnersOsv
vulnersOsv
•added 2026/05/12 6:30 p.m.•1 views

argos-trains (0.1.0), fastmri (>=0.1.0.post210716, <=0.1.1) +5 more potentially affected by CVE-2026-31221 via pytorch-lightning (1.0.8)

pytorch-lightning PYPI version 1.0.8 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - argos-trains 0.1.0 - fastmri =0.1.0.post210716, =0.5.1, =0.5.3 - quickvision 0.1.1rc1 - raylab 0.14.12 Source cves:...

8.8CVSS5.8AI score0.00554EPSS
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osv_ghsa
osv_ghsa
•added 2026/05/12 6:30 p.m.•31 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...

7.8CVSS6.5AI score0.00554EPSS
SaveExploits1References3
vulnersOsv
vulnersOsv
•added 2026/05/12 6:30 p.m.•2 views

yolort (0.4.0) potentially affected by CVE-2026-31221 via pytorch-lightning (1.3.0rc1)

pytorch-lightning PYPI version 1.3.0rc1 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - yolort 0.4.0 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

8.8CVSS5.8AI score0.00554EPSS
SaveExploits1
vulnersOsv
vulnersOsv
•added 2026/05/12 6:30 p.m.•2 views

clarinpl-embeddings (>=0.0.1rc158803945536, <=0.0.1rc158956732038), cluster-depp-test (>=0.0.3, <=0.0.21) +5 more potentially affected by CVE-2026-31221 via pytorch-lightning (1.5.4)

pytorch-lightning PYPI version 1.5.4 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - clarinpl-embeddings =0.0.1rc158803945536, =0.0.3, =0.3.0, =0.3.0, =0.1.0, =0.0.0.77, =0.0.0.79 -...

8.8CVSS5.8AI score0.00554EPSS
SaveExploits1
EUVD
EUVD
•added 2026/05/12 6:30 p.m.•31 views

EUVD-2026-29503

The loadmodel function in the neuralmagictraining.py script of the optimate project in commit a6d302f912b481c94370811af6b11402f51d377f 2024-07-21 is vulnerable to insecure deserialization CWE-502. When a user provides a single model file path e.g., .pt or .pth via the --model command-line argumen...

6.5AI score0.00803EPSS
SaveExploits0References3
vulnersOsv
vulnersOsv
•added 2026/05/12 6:30 p.m.•3 views

backprop (>=0.0.1, <=0.0.2), kiri (>=0.5.0.dev1, <=0.5.1) +3 more potentially affected by CVE-2026-31221 via pytorch-lightning (1.1.0)

pytorch-lightning PYPI version 1.1.0 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - backprop =0.0.1, =0.5.0.dev1, =1.0.2, =0.1.1rc3, =0.1.1 - ragcar 0.1.0 Source cves: CVE-2026-31221 Source advisory:...

8.8CVSS5.8AI score0.00554EPSS
SaveExploits1
vulnersOsv
vulnersOsv
•added 2026/05/12 5:22 p.m.•2 views

admetica (>=1.3.0, <=1.4.1), adversarial-insight-ml (0.1.0) +181 more potentially affected by CVE-2026-31221 via pytorch-lightning (>=2.0.0rc0, <=2.6.0)

pytorch-lightning PYPI version =2.0.0rc0, =1.3.0, =1.8.15, =1.8.17, =1.8.14, =1.0.0, =0.9.2, =1.0.0rc1, =0.8.3b20230817, =0.8.3b20230802, =0.1.1, =0.2.2 and more Source cves: CVE-2026-31221 Source advisory: SNYK:PYTHON-PYTORCHLIGHTNING-16643334...

8.8CVSS5.8AI score0.00554EPSS
SaveExploits1
NVD
NVD
•added 2026/05/12 4:16 p.m.•33 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...

8.8CVSS0.00554EPSS
SaveExploits1References2
UbuntuCve
UbuntuCve
•added 2026/05/12 4:16 p.m.•23 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...

8.8CVSS6.5AI score0.00554EPSS
SaveExploits1References1
osv_ubuntu
osv_ubuntu
•added 2026/05/12 4:16 p.m.•30 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...

8.8CVSS6.5AI score0.00554EPSS
SaveExploits1References2
Vulnrichment
Vulnrichment
•added 2026/05/12 12:00 a.m.•21 views

CVE-2026-31228

The Adversarial Robustness Toolbox ART thru 1.20.1 contains a remote code execution vulnerability in its Kubeflow component. The robustness evaluation function for PyTorch models uses the unsafe eval function to dynamically evaluate user-supplied strings for the LossFn and Optimizer parameters...

6.4AI score0.01066EPSS
SaveExploits0References2
CVE
CVE
•added 2026/05/12 12:00 a.m.•59 views

CVE-2026-31228

The Adversarial Robustness Toolbox (ART) , versions thru 1.20.1 , contains a remote code execution vulnerability in its Kubeflow component . The root cause is the use of the unsafe eval() function to dynamically evaluate user-supplied strings for LossFn and Optimizer parameters in the robustness ...

9.8CVSS6.4AI score0.01066EPSS
SaveExploits0References5
CVE
CVE
•added 2026/05/12 12:00 a.m.•57 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 ...

8.8CVSS6.5AI score0.00554EPSS
SaveExploits1References2Affected Software1
Vulnrichment
Vulnrichment
•added 2026/05/12 12:00 a.m.•13 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...

6.5AI score0.00554EPSS
SaveExploits1References2
Mend
Mend
•added 2026/05/12 12:00 a.m.•7 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...

8.8CVSS6.5AI score0.00554EPSS
SaveExploits1References6
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2026/05/12 12:00 a.m.•6 views

CVE-2026-31228: Improper Control of Generation of Code

The Adversarial Robustness Toolbox ART thru 1.20.1 contains a remote code execution vulnerability in its Kubeflow component. The robustness evaluation function for PyTorch models uses the unsafe eval function to dynamically evaluate user-supplied strings for the LossFn and Optimizer parameters...

9.8CVSS6.4AI score0.01066EPSS
SaveExploits0References2
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2026/05/12 12:00 a.m.•6 views

CVE-2026-31221: Deserialization of Untrusted Data

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...

8.8CVSS6.5AI score0.00554EPSS
SaveExploits1References3
Cvelist
Cvelist
•added 2026/05/12 12:00 a.m.•49 views

CVE-2026-31214

The torch-checkpoint-shrink.py script in the ml-engineering project in commit 0099885db36a8f06556efe1faf552518852cb1e0 2025-20-27 contains an insecure deserialization vulnerability CWE-502. The script uses torch.load to process PyTorch checkpoint files .pt without enabling the security-restrictiv...

0.00875EPSS
SaveExploits0References2
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