PT-2024-27091 · Google+1 · Tensorflow+1

Allen Householder + 3 · Published 2024-04-16 · Updated 2025-11-12 · CVE-2024-3660

Positive Technologies (AI Summary)

CVSS v3.1

9.8

Critical

Base vector

AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Name of the Vulnerable Software and Affected Versions TensorFlow's Keras framework versions prior to 2.13

Description A code injection issue in TensorFlow's Keras framework allows attackers to execute arbitrary code with the same permissions as the application. This can be achieved by using a model that permits arbitrary code execution, regardless of the application's permissions. The vulnerability can be exploited when loading a model created with an older version, potentially bypassing a patch.

Recommendations For versions prior to 2.13, consider disabling the use of models created with older versions until a patch is available. As a temporary workaround, restrict the loading of models to minimize the risk of exploitation. Avoid using the LambdaLayer in Keras until the issue is resolved.

Fix

Code Injection

Weakness Enumeration

CWE-94

Related Identifiers

AZL-67629

CVE-2024-3660

GHSA-X4WF-678H-2PMQ

Affected Products

Debian

Tensorflow

References · 19

• https://nvd.nist.gov/vuln/detail/CVE-2024-3660 · Security Note
• https://ubuntu.com/security/CVE-2024-3660 · Vendor Advisory
• https://osv.dev/vulnerability/AZL-67629 · Vendor Advisory
• https://osv.dev/vulnerability/CVE-2024-3660 · Vendor Advisory
• https://cve.org/CVERecord?id=CVE-2024-3660 · Security Note
• https://osv.dev/vulnerability/DEBIAN-CVE-2024-3660 · Vendor Advisory
• https://security-tracker.debian.org/tracker/CVE-2024-3660 · Vendor Advisory
• https://osv.dev/vulnerability/GHSA-x4wf-678h-2pmq · Vendor Advisory
• https://osv.dev/vulnerability/UBUNTU-CVE-2024-3660 · Vendor Advisory
• https://github.com/keras-team/keras · Note
• https://github.com/keras-team/keras/compare/r2.12...r2.13 · Note
• https://twitter.com/avi_lum/status/1825919942077956415 · Twitter Post
• https://github.com/advisories/GHSA-x4wf-678h-2pmq · Note
• https://twitter.com/jfrog/status/1899837562434310591 · Twitter Post
• https://kb.cert.org/vuls/id/253266 · Note