CVE-2024-3660

criticalpriority · track · 11EPSS 0.017 · 78 %ileexploit · PoCEUUS

grimoire priorityP1 · Urgent

Exploitable?

Public exploit

1 exploit · PoC

Likely / severe?

1.75% (78th) EPSS

CVSS 9.8 · critical

Is it mine?

4 products

Check your exposure

Who says so?

4 sources

cnnvd · enisa_euvd · osv · nvd

EPSS · scored 2026-10-22

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 irrespective of the application.

cvss

Technical severity, 0–10. One row per scoring source.

9.8

010

base score 0–10 · higher = more severe · hover a vector to decode

v3.19.8criticalCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:Hsecondary · ENISA EU

v3.19.8criticalCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:Hsecondaryexploitability 3.9 · impact 5.9

v3.19.8criticalCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:Hsecondary · OSV

v3.19.3criticalCVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H/E:Psecondary · CVSS-BT (t0sche)

ssvc

A stakeholder decision — act, attend, or track — from exploitation and impact.

Exploitation: none · Automatable: yes · Technical Impact: totalcoordinatorcisa_ssvcUS

weaknesses

The CWE weakness classes this flaw belongs to.

CWE-94USprimaryCWE-94US

exploits (1)

Public proof-of-concept and weaponised exploit code.

aaryanbhujang/CVE-2024-3660-PoCA PoC for CVE-2024-3660. Arbitrary Code Execution in Keras.PoC · poc_in_github

affected products (4)

Products and version ranges known to be affected.

tensorflow kerasall versionsenisa_euvdEU
tensorflow keras* → 2.13enisa_euvdEU
keras keras< 2.13.1nvdUScpe:2.3:a:keras:keras:*:*:*:*:*:*:*:*
PyPI keras< 2.13.1rc0osvUSpkg:pypi/keras

advisories (2)

Vendor and ecosystem advisories describing this.

GHSA-x4wf-678h-2pmqKeras code injection vulnerability2024-04-16ghsa · osvUS
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 irrespective of the application.
PYSEC-2026-369Keras code injection vulnerability2026-06-29vendor · osvUS
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 irrespective of the application.

also known as (6)

Other names and identifiers for this entity.

sources

Which sources assert this record, and when.

cnnvd enisa_euvd osv nvd NVD CVE.org MITRE

published 2024-04-16modified 2026-06-17

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+9785 more

references (8)

External citations — patches, advisories, analysis.

https://cxsecurity.com/cveshow/CVE-2024-3660/cnnvd
https://github.com/keras-team/keras/releases/tag/v3.2.1Patchcnnvd
https://kb.cert.org/vuls/id/253266 cnnvd
https://www.kb.cert.org/vuls/id/253266 cnnvd
https://kb.cert.org/vuls/id/253266 enisa_euvd
https://www.kb.cert.org/vuls/id/253266 enisa_euvd
https://kb.cert.org/vuls/id/253266Third Party AdvisoryVDB Entrynvd
https://www.kb.cert.org/vuls/id/253266Third Party AdvisoryVDB Entrynvd

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