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...

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...

CVE-2026-44484: Embedded Malicious Code

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...

PyTorch Lightning security vulnerabilities

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...

dimweb-persona-bot (0.0.6), finetuning-scheduler (0.2.2) +1 more potentially affected by CVE-2026-31221 via pytorch-lightning (1.7.6)

pytorch-lightning PYPI version 1.7.6 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - dimweb-persona-bot 0.0.6 - finetuning-scheduler 0.2.2 - gts-engine 0.1.3 Source cves: CVE-2026-31221 Source advisory:...

databalancer (>=0.0.7, <=0.0.8), torchline (>=0.3.0.0a0, <=0.3.0.1) potentially affected by CVE-2026-31221 via pytorch-lightning (0.7.5)

pytorch-lightning PYPI version 0.7.5 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - databalancer =0.0.7, =0.3.0.0a0, =0.3.0.1 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

moai-mdk (>=0.1.0a1, <=0.1.0a2) potentially affected by CVE-2026-31221 via pytorch-lightning (1.0.7)

pytorch-lightning PYPI version 1.0.7 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - moai-mdk =0.1.0a1, =0.1.0a2 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

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:...

debias-m (0.0.1), dlk (>=0.0.11, <=0.0.14) +4 more potentially affected by CVE-2026-31221 via pytorch-lightning (1.6.0)

pytorch-lightning PYPI version 1.6.0 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - debias-m 0.0.1 - dlk =0.0.11, =1.1.0, =1.1.1 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

chemprobe (0.1.1), dlk (>=0.0.6, <=0.0.10) potentially affected by CVE-2026-31221 via pytorch-lightning (1.5.8)

pytorch-lightning PYPI version 1.5.8 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - chemprobe 0.1.1 - dlk =0.0.6, =0.0.10 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

pytorch-segmentation-models-trainer (0.11.0) potentially affected by CVE-2026-31221 via pytorch-lightning (1.4.3)

pytorch-lightning PYPI version 1.4.3 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - pytorch-segmentation-models-trainer 0.11.0 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

asteroid (>=0.6.1rc0, <=0.6.1), autogluon (>=0.5.3b20221006, <=0.5.3) +28 more potentially affected by CVE-2026-31221 via pytorch-lightning (1.7.7)

pytorch-lightning PYPI version 1.7.7 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - asteroid =0.6.1rc0, =0.5.3b20221006, =0.5.3b20221006, =0.5.3b20221006, =0.5.3b20221029, =0.0.1, =0.2.0, =2.2.4.5, =0.0.1,...

axlnlp (0.0.1) potentially affected by CVE-2026-31221 via pytorch-lightning (0.7.3)

pytorch-lightning PYPI version 0.7.3 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - axlnlp 0.0.1 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

pytorch-segmentation-models-trainer (0.7.0), ratsnlp (0.0.9993) potentially affected by CVE-2026-31221 via pytorch-lightning (1.3.7)

pytorch-lightning PYPI version 1.3.7 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - pytorch-segmentation-models-trainer 0.7.0 - ratsnlp 0.0.9993 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-H...

nemo-toolkit (1.1.0) potentially affected by CVE-2026-31221 via pytorch-lightning (1.3.7.post0)

pytorch-lightning PYPI version 1.3.7.post0 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - nemo-toolkit 1.1.0 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

cait (1.1.3), contextualized-ml (>=0.2.5, <=0.2.6) +4 more potentially affected by CVE-2026-31221 via pytorch-lightning (1.9.4)

pytorch-lightning PYPI version 1.9.4 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - cait 1.1.3 - contextualized-ml =0.2.5, =0.3.0, =0.1.0, =0.2.0 Source cves: CVE-2026-31221 Source advisory:...

deep-learning-plus (>=0.0.5, <=0.0.7), torchfl (>=0.1.1, <=0.1.5) potentially affected by CVE-2026-31221 via pytorch-lightning (1.5.7)

pytorch-lightning PYPI version 1.5.7 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - deep-learning-plus =0.0.5, =0.1.1, =0.1.5 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

moai-mdk (>=0.1.1a1, <=0.1.5a34), openstf (2.6.3) potentially affected by CVE-2026-31221 via pytorch-lightning (1.5.1)

pytorch-lightning PYPI version 1.5.1 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - moai-mdk =0.1.1a1, =0.1.5a34 - openstf 2.6.3 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

mimikit (>=0.1.0, <=0.1.10), pytorch-hyperlight (0.1.3) potentially affected by CVE-2026-31221 via pytorch-lightning (1.1.2)

pytorch-lightning PYPI version 1.1.2 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - mimikit =0.1.0, =0.1.10 - pytorch-hyperlight 0.1.3 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...

intrepppid (0.1.0) potentially affected by CVE-2026-31221 via pytorch-lightning (1.9.1)

pytorch-lightning PYPI version 1.9.1 is affected by a known vulnerability. The following packages have a transitive dependency on pytorch-lightning and may be impacted: - intrepppid 0.1.0 Source cves: CVE-2026-31221 Source advisory: OSV:GHSA-75M9-98V2-HJPM...