CVE-2024-11394: (0Day) Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability

Published Nov 22, 2024
·
Updated

Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability. This vulnerability allows remote attackers to execute arbitrary code on affected installations of Hugging Face Transformers. User interaction is required to exploit this vulnerability in that the target must visit a malicious page or open a malicious file.

The specific flaw exists within the handling of model files. The issue results from the lack of proper validation of user-supplied data, which can result in deserialization of untrusted data. An attacker can leverage this vulnerability to execute code in the context of the current user. Was ZDI-CAN-25012.

Affected Software

3 affected componentsFixes available
pip/transformers>=0<4.48.0
4.48.0
huggingface transformers<4.48.0
Hugging Face Transformers

Event History

Nov 22, 2024
CVE Published
via MITRE·09:23 PM
Data Sourced
via MITRE·09:23 PM
DescriptionSeverityWeakness
Nov 23, 2024
Advisory Published
via GitHub·03:31 AM
Data Sourced
via GitHub·03:31 AM
DescriptionSeverityWeaknessAffected Software
Feb 14, 2025
Advisory Published
via ZDI·03:01 PM
Free Weekly Intel

Don't miss critical vulnerabilities

Join thousands of security professionals who receive our weekly digest of trending CVEs, zero-days, and exploited vulnerabilities.

No spam. Unsubscribe anytime.

Frequently Asked Questions

1

What is the severity of CVE-2024-11394?

CVE-2024-11394 has a high severity rating due to its potential for remote code execution.

2

How do I fix CVE-2024-11394?

To fix CVE-2024-11394, update your Hugging Face Transformers library to the latest version that addresses this vulnerability.

3

What is the impact of CVE-2024-11394?

The impact of CVE-2024-11394 includes the potential for remote attackers to execute arbitrary code on affected installations.

4

How can I determine if I am affected by CVE-2024-11394?

You can determine if you are affected by CVE-2024-11394 by checking your installed version of Hugging Face Transformers against the vulnerable versions listed in security advisories.

5

Is user interaction required to exploit CVE-2024-11394?

Yes, user interaction is required to exploit CVE-2024-11394, making it reliant on a victim executing untrusted data.

Contact

SecAlerts Pty Ltd.
132 Wickham Terrace
Fortitude Valley,
QLD 4006, Australia
info@secalerts.co
By using SecAlerts services, you agree to our services end-user license agreement. This website is safeguarded by reCAPTCHA and governed by the Google Privacy Policy and Terms of Service. All names, logos, and brands of products are owned by their respective owners, and any usage of these names, logos, and brands for identification purposes only does not imply endorsement. If you possess any content that requires removal, please get in touch with us.
© 2026 SecAlerts Pty Ltd.
ABN: 70 645 966 203, ACN: 645 966 203