CVE-2026-12484 PUBLISHED

Unsafe Deserialization in keras.layers.TorchModuleWrapper.from_config

Assigner: @huntr_ai
Reserved: 17.06.2026 Published: 19.07.2026 Updated: 20.07.2026

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.

Metrics

CVSS Vector: CVSS:3.0/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
CVSS Score: 7.8

Product Status

Vendor keras-team
Product keras-team/keras
Versions
  • affected from unspecified to latest (incl.)

References

Problem Types

  • CWE-502 Deserialization of Untrusted Data CWE