GitHub Advisoryadvisory · PyPI

GHSA-4f3f-g24h-fr8m Keras has an untrusted deserialization vulnerability

HIGH Published 2026-04-13 Modified 2026-04-14 Official page ↗
Aliases
CVE-2026-1462
Ecosystem
PyPI
Packages
keras
Severity
High
CVSS vector
CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Weaknesses
CWE-502
Reviewed
2026-04-14

Affected packages

• PyPI keras: < 3.13.2 → fixed in 3.13.2

Description

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.

Related

Alias · CVE (1)

  • CVE-2026-1462 A vulnerability in the `TFSMLayer` class of the `keras` package, version 3.13.0, allows attacker-controlled TensorFlow SavedModels to be… vulnerability

Weakness · CWE (1)

  • CWE-502 Deserialization of Untrusted Data weakness

References