🛡️ CVE-2026-44484 — pytorch-lightning

🔴 CVSS 9.5 — Critical ✅ No Known Exploit CWE-506 NVD
9.5
CVSS Score
0 Low4 Medium7 High9 Critical10

Description

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](https://github.com/advisories/GHSA-w37p-236h-pfx3)

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

  • Quarantined malicious versions from PyPI
  • Recommend using version 2.6.1: https://github.com/Lightning-AI/pytorch-lightning/releases/tag/2.6.1
  • Revoked and rotated all internal credentials associated with our release process
  • Initiated a full investigation into the compromise

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:

[email protected]

How this vulnerability can be exploited

This issue can be reached over the network, attack complexity is low, an attacker needs no privileges on the target. No user interaction is required. Rated impact: confidentiality high, integrity high, availability high.

Weakness class

CVE-2026-44484 is classified as CWE-506: Embedded Malicious Code. The product contains code that appears to be malicious in nature.

Affected software

CVE-2026-44484 is recorded against 2 packages.

  • pytorch-lightning
  • unknown

Timeline and source

Published on 7 May 2026 and last revised on 15 July 2026. No public exploit is currently recorded for this entry. Record sourced from NVD.

References

github.com (Web)
nvd.nist.gov (Advisory)
github.com (Package)

Details

Severity CRITICAL
CVSS Score 9.5
CVSS Vector CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
CWE CWE-506
Public Exploit ✅ No
Source NVD
Published 2026-05-07
Updated 2026-08-12
Modified 2026-07-15
Fix URL N/A

Affected Packages

Software From version Fixed in
pytorch-lightning
unknown

Similar Threats

Exploit Protection

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