CVE-2025-9906

Arbitrary Code execution in Keras Safe Mode

State
Published
Severity
8.6 High
Published
Sep 19, 2025
Updated
Feb 26, 2026
Reserved
Sep 3, 2025

Read the record on cve.org

Description

The Keras Model.load_model method can be exploited to achieve arbitrary code execution, even with safe_mode=True.

One can create a specially crafted .keras model archive that, when loaded via Model.load_model, will trigger arbitrary code to be executed. This is achieved by crafting a special config.json (a file within the .keras archive) that will invoke keras.config.enable_unsafe_deserialization() to disable safe mode. Once safe mode is disable, one can use the Lambda layer feature of keras, which allows arbitrary Python code in the form of pickled code. Both can appear in the same archive. Simply the keras.config.enable_unsafe_deserialization() needs to appear first in the archive and the Lambda with arbitrary code needs to be second.

Scores

CVSSScoreVectorSource
4.08.6 HighCVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:P/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H/AU:Y/R:AGoogle

Weaknesses

  • CWE-502 Deserialization of Untrusted Data

Affected Products

ProductVersions
KerasKeras-team
  • 3.0.0 to before 3.11.0Affected

References

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