CVE-2024-11393: (0Day) Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
First published: Fri Nov 22 2024(Updated: )
Hugging Face Transformers MaskFormer 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 parsing 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-25191.
Credit: zdi-disclosures@trendmicro.com
| Affected Software | Affected Version | How to fix |
|---|---|---|
| pip/transformers | >=0<4.48.0 | 4.48.0 |
| Hugging Face | ||
| Hugging Face | <4.48.0 |
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Reference Links
- https://www.zerodayinitiative.com/advisories/ZDI-24-1514/
- https://www.zerodayinitiative.com/advisories/ZDI-24-1514
- https://nvd.nist.gov/vuln/detail/CVE-2024-11393
- https://github.com/pypa/advisory-database/tree/main/vulns/transformers/PYSEC-2024-228.yaml
- https://github.com/huggingface/transformers/issues/34840
- https://github.com/huggingface/transformers/pull/35296
- https://github.com/advisories/GHSA-wrfc-pvp9-mr9g (Advisory)
Frequently Asked Questions
What is the severity of CVE-2024-11393?
CVE-2024-11393 is classified as a critical vulnerability due to its potential for remote code execution.
How do I fix CVE-2024-11393?
To mitigate CVE-2024-11393, users should upgrade to the latest version of Hugging Face Transformers where the issue has been addressed.
What kind of attack is possible with CVE-2024-11393?
CVE-2024-11393 allows remote attackers to execute arbitrary code on vulnerable installations of Hugging Face Transformers.
Is user interaction required to exploit CVE-2024-11393?
Yes, user interaction is required to exploit CVE-2024-11393, making it a social engineering risk.
Which software is affected by CVE-2024-11393?
CVE-2024-11393 affects installations of Hugging Face Transformers.
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