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keras-team

Records21All Threatist records
Exploited (KEV)0None in CISA KEV
CVSS critical3CVSS 9.0–10.0
CVSS high11CVSS 7.0–8.9

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keras-team records in CISA KEV

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21 records

Priority HIGH 82

Deserialization of untrusted data can occur in versions of the Keras framework running versions 3.11.0 up to but not including 3.11.3, enabling a maliciously uploaded Keras file containing a TorchModuleWrapper class to r…

CVSS 3.1CRITICAL 9.8 Network No auth No interaction EPSS 0.0075 Published 2025-10-17 Fixed in 3.11.3 CWE-502
Priority HIGH 76

A vulnerability in keras-team/keras version 3.14.0 allows for arbitrary code execution due to improper handling of deserialization in the `Lambda` layer.

CVSS 3.1CRITICAL 9.8 Network No auth No interaction EPSS 0.00719 Published 2026-07-03 Partial fix · 3.12.3, 3.15.0 CWE-502
TI-2026-01159 CVE-2026-1462 · GHSA-4f3f-g24h-fr8m

Safe Mode Bypass in keras-team/keras

Priority HIGH 73

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`.

CVSS 3.0HIGH 8.8 Network No auth User interaction EPSS 0.00405 Published 2026-04-13 Partial fix · 3.13.2 CWE-502
Priority HIGH 72

A 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 execution by convincing a user to load a specially crafted `.keras` mo…

CVSS 4.0HIGH 8.6 Local Low privileges User interaction EPSS 0.00124 Published 2025-08-11 Fixed in 3.11.0 CWE-502
TI-2026-10199 CVE-2026-11816 · GHSA-hqp4-2352-xf5r

Path Traversal in keras-team/keras

Priority HIGH 70

Keras 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`.

CVSS 3.0HIGH 8.1 Network No auth User interaction EPSS 0.00563 Published 2026-06-11 Fixed in 3.14.0 CWE-22
Priority HIGH 69

A vulnerability in keras-team/keras version 3.15.0 allows unsafe deserialization of attacker-controlled PyTorch pickle data through the public `keras.layers.TorchModuleWrapper.from_config` method.

CVSS 3.0HIGH 7.8 Local No auth User interaction EPSS 0.00304 Published 2026-07-19 Partial fix · 3.12.3, 3.15.0 CWE-502
Priority HIGH 67

The Keras Model.load_model function permits arbitrary code execution, even with safe_mode=True, through a manually constructed, malicious .keras archive.

CVSS 4.0HIGH 7.3 Local Low privileges User interaction EPSS 0.02604 Published 2025-03-11 Fixed in 3.8.0, 3.9.0 CWE-94
Priority MEDIUM 62

A vulnerability in keras-team/keras version 3.12.0 allows an attacker to craft a malicious tar archive that bypasses the `filter_safe_tarinfos` validation in `keras/src/utils/file_utils.py`.

CVSS 3.1MEDIUM 6.5 Network No auth No interaction EPSS 0.0033 Published 2026-07-14 Partial fix · 3.12.3, 3.15.0 CWE-22
TI-2026-10713 CVE-2026-12479 · GHSA-gh82-f9x8-5frx

Path Traversal in keras-team/keras

Priority MEDIUM 60

A path traversal vulnerability exists in keras-team/keras version 3.14.0, specifically in the `DiskIOStore.make` method within the Keras 3 model saving and loading library.

CVSS 3.0MEDIUM 6.1 Local No auth User interaction EPSS 0.00362 Published 2026-06-22 Partial fix · 3.12.3, 3.15.0 CWE-22
Priority MEDIUM 52

A arbitrary code injection vulnerability in TensorFlow's Keras framework (<2.13) allows attackers to execute arbitrary code with the same permissions as the application using a model that allow arbitrary code irrespectiv…

CVSS 3.1CRITICAL 9.8 Network No auth No interaction EPSS 0.01745 Published 2024-04-16 Fixed in 2.13, 2.13.1rc0 CWE-94
Priority MEDIUM 41

The keras.utils.get_file API in Keras, when used with the extract=True option for tar archives, is vulnerable to a path traversal attack.

CVSS 4.0HIGH 8.9 Network Low privileges User interaction EPSS 0.00631 Published 2025-10-30 Fixed in 3.12.0 CWE-22
Priority LOW 39

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

CVSS 4.0HIGH 8.6 Local Low privileges User interaction EPSS 0.00203 Published 2025-09-19 Partial fix · 3.11.0 CWE-502
Priority LOW 33

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

CVSS 4.0HIGH 7.3 Local Low privileges User interaction EPSS 0.00221 Published 2025-09-19 Partial fix · 3.11.3 CWE-913
Priority LOW 31

Arbitrary 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 remote attacker to read local files and disclose sensitive information via…

CVSS 4.0HIGH 7.1 Network No auth User interaction EPSS 0.00329 Published 2026-02-11 Partial fix · 3.13.1, 3.13.2 +1 CWE-200
Priority LOW 31

Allocation of Resources Without Limits or Throttling in the HDF5 weight loading component in Google Keras 3.0.0 through 3.13.0 on all platforms allows a remote attacker to cause a Denial of Service (DoS) through memory e…

CVSS 4.0HIGH 7.1 Network No auth User interaction EPSS 0.0033 Published 2026-01-15 Partial fix · 3.12.1, 3.13.2 CWE-770
Priority LOW 30

A vulnerability in keras-team/keras versions <= 3.14.0 allows arbitrary local HDF5 file content disclosure due to improper handling of HDF5 ExternalLinks.

CVSS 3.0MEDIUM 6.5 Network No auth User interaction EPSS 0.00767 Published 2026-08-02 Fixed in 3.12.3, 3.15.0 CWE-22
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