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 .h5/.hdf5 model archive that, when loaded via...
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| keras | pip | >= 3.0.0, < 3.11.3 | 3.11.3 |
| keras | pip | — | No patch |
Severity & Risk
Recommended Action
Patch available
Update keras to version 3.11.3
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD 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 .h5/.hdf5 model archive that, when loaded via Model.load_model, will trigger arbitrary code to be executed. This is achieved by crafting a special .h5 archive file that uses the Lambda layer feature of keras which allows arbitrary Python code in the form of pickled code. The vulnerability comes from the fact that the safe_mode=True option is not honored when reading .h5 archives. Note that the .h5/.hdf5 format is a legacy format supported by Keras 3 for backwards compatibility.
CVSS Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:R/S:U/C:H/I:H/A:H References
- github.com/keras-team/keras/pull/21602 Issue Patch
- github.com/keras-team/keras/security/advisories/GHSA-36rr-ww3j-vrjv Exploit Vendor
- github.com/advisories/GHSA-36rr-ww3j-vrjv
- github.com/keras-team/keras/pull/21602
- github.com/keras-team/keras/security/advisories/GHSA-36rr-ww3j-vrjv
- nvd.nist.gov/vuln/detail/CVE-2025-9905