CVE-2025-9906

HIGH

Keras 3.0.0-3.10.9 - Remote Code Execution via Model.load_model Deserialization

Title source: llm
STIX 2.1

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.

References (1)

Core 1
Core References

Scores

CVSS v3 7.3
EPSS 0.0006
EPSS Percentile 18.2%
Attack Vector LOCAL
CVSS:3.1/AV:L/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:H

CISA SSVC

Vulnrichment
Exploitation none
Automatable no
Technical Impact total

Details

CWE
CWE-502
Status published
Products (2)
keras/keras 3.0.0 - 3.11.0
pypi/keras 0 - 3.11.0PyPI
Published Sep 19, 2025
Tracked Since Feb 18, 2026