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CVE-2026-12484: Keras: TorchModuleWrapper can deserialize unsafe PyTorch pickle data

July 19, 2026 (updated August 7, 2026)

A vulnerability in keras-team/keras version 3.15.0 allows unsafe deserialization of attacker-controlled PyTorch pickle data through the public keras.layers.TorchModuleWrapper.from_config method. This method invokes torch.load(..., weights_only=False) without requiring an explicit unsafe opt-in, such as a safe_mode=False parameter. When called outside a SafeModeScope(True) context, the absence of an ambient safe mode state permits unsafe deserialization by default. This issue can lead to arbitrary code execution if untrusted Keras layer configurations are processed using this method. The vulnerability arises because the method does not enforce safe deserialization practices unless explicitly guarded by Keras safe mode.

References

  • github.com/advisories/GHSA-v2w2-w228-c444
  • github.com/keras-team/keras/commit/55888d3becbdbb45dc16a55b489900f911e2dde5
  • github.com/keras-team/keras/commit/d338a45204bdc787c8b3c4a9b82c1911cd52dedf
  • github.com/keras-team/keras/pull/23048
  • github.com/keras-team/keras/pull/23165
  • github.com/keras-team/keras/releases/tag/v3.12.3
  • github.com/keras-team/keras/releases/tag/v3.15.0
  • huntr.com/bounties/ab14df49-13b5-4442-b754-3189430bfa28
  • nvd.nist.gov/vuln/detail/CVE-2026-12484

Code Behaviors & Features

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Affected versions

All versions before 3.12.3, all versions starting from 3.13.0 before 3.15.0

Fixed versions

  • 3.12.3
  • 3.15.0

Solution

Upgrade to versions 3.12.3, 3.15.0 or above.

Impact 7.8 HIGH

CVSS:3.0/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

Learn more about CVSS

Weakness

  • CWE-502: Deserialization of Untrusted Data

Source file

pypi/keras/CVE-2026-12484.yml

Spotted a mistake? Edit the file on GitLab.

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