Code execution in Keras

1) Code Injection

EUVDB-ID: #VU106013

Risk: Low

CVSSv4.0: 2 [CVSS:4.0/AV:L/AC:L/AT:P/PR:L/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:U/U:Clear]

CVE-ID: CVE-2025-1550

CWE-ID: CWE-94 - Improper Control of Generation of Code ('Code Injection')

Exploit availability: No

Description

The vulnerability allows a local user to execute arbitrary code on the target system.

The vulnerability exists due to improper input validation in the "Model.load_model" function. A local user can execute arbitrary code on the target system.

Successful exploitation of this vulnerability may result in complete compromise of vulnerable system.

Mitigation

Install updates from vendor's website.

Vulnerable software versions

Keras: 3.0.0 - 3.8.0

CPE2.3

• cpe:2.3:a:keras:keras:3.0.0:*:*:*:*:*:*:*
• cpe:2.3:a:keras:keras:3.0.1:*:*:*:*:*:*:*
• cpe:2.3:a:keras:keras:3.0.2:*:*:*:*:*:*:*

External links

https://github.com/keras-team/keras/pull/20751

Q & A

Can this vulnerability be exploited remotely?

No. This vulnerability can be exploited locally. The attacker should have authentication credentials and successfully authenticate on the system.

Is there known malware, which exploits this vulnerability?

No. We are not aware of malware exploiting this vulnerability.