CVE-2024-11394: (0Day) Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
First published: Fri 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.
Credit: zdi-disclosures@trendmicro.com
| Affected Software | Affected Version | How to fix |
|---|---|---|
| pip/transformers | >=0<4.48.0 | 4.48.0 |
| Hugging Face | <4.48.0 | |
| Hugging Face |
Never miss a vulnerability like this again
Sign up to SecAlerts for real-time vulnerability data matched to your software, aggregated from hundreds of sources.
Reference Links
- https://www.zerodayinitiative.com/advisories/ZDI-24-1515/
- https://www.zerodayinitiative.com/advisories/ZDI-24-1515
- https://nvd.nist.gov/vuln/detail/CVE-2024-11394
- https://github.com/pypa/advisory-database/tree/main/vulns/transformers/PYSEC-2024-229.yaml
- https://github.com/huggingface/transformers/issues/34840
- https://github.com/huggingface/transformers/pull/35296
- https://github.com/advisories/GHSA-hxxf-235m-72v3 (Advisory)
Frequently Asked Questions
What is the severity of CVE-2024-11394?
CVE-2024-11394 has a high severity rating due to its potential for remote code execution.
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.
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.
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.
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.
- agent/weakness
- agent/first-publish-date
- agent/type
- agent/title
- agent/description
- agent/author
- agent/severity
- collector/mitre-cve
- source/MITRE
- agent/trending
- agent/source
- collector/github-advisory-latest
- source/GitHub
- alias/GHSA-hxxf-235m-72v3
- alias/CVE-2024-11394
- agent/software-canonical-lookup
- agent/last-modified-date
- agent/references
- collector/nvd-api
- source/NVD
- agent/software-canonical-lookup-request
- collector/zdi-advisory
- source/ZDI
- alias/ZDI-24-1515
- alias/ZDI-CAN-25012
- collector/nvd-cve
- agent/softwarecombine
- agent/tags
- agent/event
- collector/github-advisory
- package-manager/pip
- vendor/huggingface
- canonical/hugging face
- vendor/hugging face