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HIGH8.8

PYSEC-2026-2547

Keras has an untrusted deserialization vulnerability

Quick fix

PYSEC-2026-2547 — keras: upgrade to the fixed version with the command below.

pip install --upgrade 'keras>=3.13.2'

Details

A vulnerability in the `TFSMLayer` class of the `keras` package, version 3.13.0, allows attacker-controlled TensorFlow SavedModels to be loaded during deserialization of `.keras` models, even when `safe_mode=True`. This bypasses the security guarantees of `safe_mode` and enables arbitrary attacker-controlled code execution during model inference under the victim's privileges. The issue arises due to the unconditional loading of external SavedModels, serialization of attacker-controlled file paths, and the lack of validation in the `from_config()` method.

Are you affected?

Enter the version of the package you're using.

Affected packages

PyPI/keras
Introduced in: 0Fixed in: 3.13.2
Fixpip install --upgrade 'keras>=3.13.2'

References