Review reviewCritical

CVE-2026-44484

Lightning-AI pytorch-lightning, Red Hat AI Inference Server, Red Hat Enterprise Linux AI (RHEL AI) 3

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.

CVSS
9.3
EPSS
0.39%
32.0% percentile
CISA KEV
Not listed
Published
2026.05.15
PRIORITY ASSESSMENT

Review review

The CVSS severity warrants an early asset and exposure review.

Known exploitationNot established by KEV
Exploit probability0.39%
Technical severityCVSS 9.3

Vulnerability overview

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.

Affected product and versions

Product
Lightning-AI pytorch-lightning, Red Hat AI Inference Server, Red Hat Enterprise Linux AI (RHEL AI) 3
Affected versions
>= 2.6.2, >= 2.6.3, 2.6.2, 2.6.3
Fixed versions
No verified fixed-version field is available yet

Recommended response sequence

Confirm exposure before applying a vendor-supported change.

Full remediation guide
  1. 1
    Identify

    Confirm that Lightning-AI pytorch-lightning, Red Hat AI Inference Server, Red Hat Enterprise Linux AI (RHEL AI) 3 and an affected version are present.

  2. 2
    Prioritize

    Combine exploitation signals with asset exposure and business criticality.

  3. 3
    Remediate

    Follow the vendor advisory or supported update path and preserve rollback options.

  4. 4
    Verify

    Recheck the version, service health, access paths, and relevant logs.

Technical data

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/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
CWE
CWE-506, CWE-829