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CVE-2024-11394— Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability

Quick assessment

Affected
Hugging Face Transformers
Exploitation
Public or AI PoC available; prioritize validation
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

Hugging Face Transformers是为 Jax、PyTorch 和 TensorFlow 打造的先进的自然语言处理。 Hugging Face Transformers存在代码问题漏洞，该漏洞源于模型文件处理中的数据验证不当，可能导致不受信任的数据反序列化，允许远程攻击者执行任意代码。

AI Predicted 8.8 Difficulty: Easy EPSS 2.57% · P85
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I. Basic Information for CVE-2024-11394

Vulnerability Information
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Vulnerability Title
Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
Source: CVE Program / CVE List V5
Vulnerability Description
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.
Source: CVE Program / CVE List V5
CVSS Information
N/A
Source: CVE Program / CVE List V5
Vulnerability Type
可信数据的反序列化
Source: CVE Program / CVE List V5
Vulnerability Title
Hugging Face Transformers 代码问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Hugging Face Transformers是为 Jax、PyTorch 和 TensorFlow 打造的先进的自然语言处理。 Hugging Face Transformers存在代码问题漏洞，该漏洞源于模型文件处理中的数据验证不当，可能导致不受信任的数据反序列化，允许远程攻击者执行任意代码。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

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Affected Products

Vendor Product Affected Versions CPE Subscribe
Hugging Face Transformers 026a173a64372e9602a16523b8fae9de4b0ff428 -

II. Public POCs for CVE-2024-11394

# POC Description Source Link Shenlong Link
1 Technical Details and Exploit for CVE-2024-11394 https://github.com/Piyush-Bhor/CVE-2024-11394 POC Details
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III. Intelligence Information for CVE-2024-11394

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Same Patch Batch · Hugging Face · 2024-11-22 · 3 CVEs total

CVE-2024-11392 Hugging Face Transformers MobileViTV2 Deserialization of Untrusted Data Remote Code Execut
CVE-2024-11393 Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code E

IV. Related Vulnerabilities

Same product: Transformers
Same vendor: Hugging Face
Same weakness: CWE-502

V. Comments for CVE-2024-11394

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