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Vulnerability record · CVE-2025-1550 · published 11 March 2025

CVE-2025-1550: Keras code injection vulnerability

Keras · Keras

The Keras Model.load_model function permits arbitrary code execution, even with safe_mode=True, through a manually constructed, malicious .keras archive. By altering the config.json file within the archive, an attacker can specify arbitrary Python modules and functions, along with their arguments, to be loaded and executed during model loading.

7.3 CVSS 4.0 High EPSS 2.6% · top 15.1% CWE-94 · Code injection
7.3CVSS 4.0 base score
2.6%EPSS exploitation probability, 30 days
NoNot in CISA KEV
1Affected product versions listed by NVD
2References, 1 tagged exploit
17 Jun 2026Last modified by NVD

Description

The Keras Model.load_model function permits arbitrary code execution, even with safe_mode=True, through a manually constructed, malicious .keras archive. By altering the config.json file within the archive, an attacker can specify arbitrary Python modules and functions, along with their arguments, to be loaded and executed during model loading.

CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:A/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:

Affected products

1 vulnerable configurations from NVD's CPE data, grouped by vendor and product.

References

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Related vulnerabilities

Same products first, then exploited flaws of the same weakness class.

9.8CVE-2026-12481Keras deserialization of untrusted data vulnerabilityA vulnerability in keras-team/keras version 3.14.0 allows for arbitrary code execution due to improper handling of deserialization in the `Lambda` la…EPSS 0.72%9.8CVE-2024-3660Keras code injection vulnerabilityA arbitrary code injection vulnerability in TensorFlow's Keras framework (<2.13) allows attackers to execute arbitrary code with the same permissions…EPSS 1.7%8.6CVE-2025-9906Keras deserialization of untrusted data vulnerabilityThe Keras Model.load_model method can be exploited to achieve arbitrary code execution, even with safe_mode=True. One can create a specially crafted …EPSS 0.20%8.6CVE-2025-8747Keras deserialization of untrusted data vulnerabilityA safe mode bypass vulnerability in the `Model.load_model` method in Keras versions 3.0.0 through 3.10.0 allows an attacker to achieve arbitrary code…EPSS 0.12%8.1CVE-2026-11816Keras path traversal vulnerabilityKeras versions prior to 3.14.0 are vulnerable to a path traversal issue in the archive extraction utilities located in `keras/src/utils/file_utils.py…EPSS 0.56%7.8CVE-2026-1462Keras deserialization of untrusted data vulnerabilityA vulnerability in the `TFSMLayer` class of the `keras` package, version 3.13.0, allows attacker-controlled TensorFlow SavedModels to be loaded durin…EPSS 0.40%7.3CVE-2025-9905Keras improper control of dynamically-managed code vulnerabilityThe Keras Model.load_model method can be exploited to achieve arbitrary code execution, even with safe_mode=True. One can create a specially crafted …EPSS 0.22%7.1CVE-2026-1669Keras information exposure vulnerabilityArbitrary file read in the model loading mechanism (HDF5 integration) in Keras versions 3.0.0 through 3.13.1 on all supported platforms allows a remo…EPSS 0.31%

Source: NIST National Vulnerability Database (record CVE-2025-1550), CISA KEV, FIRST EPSS (scores of 2026-09-26). This page is refreshed as NVD updates the record.