Critical

Compromise of PyTorch Lightning PyPi Package Versions

  • Disclosed: 07.05.2026
  • Updated: 11.10.2026 15:18

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 released versions of this package have been compromised and include malicious code.

Our current investigation indicates that the affected versions have introduced functionality consistent with a credential harvesting mechanism. We are still actively analysing the scope and behaviour of the code.

At this stage, the root cause of the compromise is still under investigation.

What versions are affected

We are currently working to confirm the exact set of impacted versions.

We have determined the following versions as affected and ask that you delete them from your systems:

  • 2.6.2
  • 2.6.3

We will update this advisory if the versions impacted by this vulnerability change.

What you should do immediately

If you have installed or are running any potentially affected versions:

  • Assume the environment may be compromised
  • Immediately rotate all credentials and secrets that may have been exposed, including:
    • API keys
    • Access tokens
    • SSH keys
    • Service account credentials
  • Rebuild affected systems from a known clean state
  • Pin PyTorch Lightning to version 2.6.1
  • Review logs for any suspicious or unauthorised activity

Actions we have taken

Ongoing investigation

We are actively working to:

  • Identify the exact mechanism of compromise
  • Confirm the full set of affected versions
  • Determine the behaviour and impact of the malicious code
  • Assess any downstream impact to users

We will provide updates as soon as more information becomes available.

Commitment to transparency

We take the security of our users and the integrity of our software supply chain extremely seriously.

We will continue to share timely and accurate updates as our investigation progresses.

Contact

If you have questions or believe you may be impacted, please contact us at:

security@lightning.ai

Affected software

Click a technology to see all vulnerabilities affecting it.

PlatformPackageVulnerable versionsFixed in
Python (PyPI) lightning >= 2.6.2, < 2.6.4 2.6.4
Python (PyPI) pytorch-lightning >= 2.6.2, < 2.6.4 2.6.4

References

CVSS score 9.8/10
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Weakness (CWE)
CWE-506
Platform
Python (PyPI)
Package
lightning, pytorch-lightning
Disclosed
07.05.2026
Updated
11.10.2026 15:18

Sources and licenses

OSV / GitHub Advisory Database - PYSEC-2026-3973 - PyPA Advisory Database; CC BY 4.0

OSV / GitHub Advisory Database - GHSA-w37p-236h-pfx3 - CC BY 4.0

OSV / GitHub Advisory Database - PYSEC-2026-508 - PyPA Advisory Database; CC BY 4.0

Vulnerability history: pytorch-lightning

All published vulnerabilities of this package (Python (PyPI)), newest first. Shows whether this is a one-off slip or a package that needs watching.

All (9) in the archive
Total entries
9
First → latest
12.2021 07.2026
Without a fix
2
Exploited in attacks
0

Severity breakdown

  • Critical 5
  • High 4

Disclosures per year

  1. 2021: 1
  2. 2022: 1
  3. 2023: 0
  4. 2024: 2
  5. 2025: 2
  6. 2026: 3
Severity:
  1. Compromise of PyTorch Lightning PyPi Package Versions this entry
    Critical · 9.8 CVE-2026-44484 >= 2.6.2, < 2.6.4 2.6.4
  2. High · 7.5 CVE-2024-8020 <= 2.3.2 no fix
  3. Critical · 9.1 CVE-2024-8019 < 2.4.0 2.4.0
  4. Critical · 9.8 CVE-2024-5452 < 2.3.3 2.3.3

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