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CVE-2024-3568— Arbitrary Code Execution via Deserialization in huggingface/transformers

Quick assessment

Affected
huggingface huggingface/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，该漏洞源于容易通过 TFPreTrainedModel() 类的 load_repo_checkpoint() 函数中反序列化不受信任的数据来执行任意代码。

AI Predicted 9.8 Difficulty: Easy EPSS 2.08% · P81
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I. Basic Information for CVE-2024-3568

Vulnerability Information
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Vulnerability Title
Arbitrary Code Execution via Deserialization in huggingface/transformers
Source: CVE Program / CVE List V5
Vulnerability Description
The huggingface/transformers library is vulnerable to arbitrary code execution through deserialization of untrusted data within the `load_repo_checkpoint()` function of the `TFPreTrainedModel()` class. Attackers can execute arbitrary code and commands by crafting a malicious serialized payload, exploiting the use of `pickle.load()` on data from potentially untrusted sources. This vulnerability allows for remote code execution (RCE) by deceiving victims into loading a seemingly harmless checkpoint during a normal training process, thereby enabling attackers to execute arbitrary code on the targeted machine.
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，该漏洞源于容易通过 TFPreTrainedModel() 类的 load_repo_checkpoint() 函数中反序列化不受信任的数据来执行任意代码。
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)

Affected Products

Vendor Product Affected Versions CPE Subscribe
huggingface huggingface/transformers unspecified ~ 4.38 -

II. Public POCs for CVE-2024-3568

# POC Description Source Link Shenlong Link
1 None https://github.com/Threekiii/Awesome-POC/blob/master/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E6%BC%8F%E6%B4%9E/Huggingface%20Transformers%20Checkpoint%20%E5%8F%8D%E5%BA%8F%E5%88%97%E5%8C%96%E6%BC%8F%E6%B4%9E%20CVE-2024-3568.md POC Details
2 This study analyzes Python pickle deserialization vulnerabilities, focusing on CVE-2024-3568 in Hugging Face Transformers' TFAutoModel. We reproduce the exploit to examine its root cause, attack vectors, and risks. https://github.com/rooobeam/Pickle-Deserialization-Exploit-in-Transformers POC Details
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III. Intelligence Information for CVE-2024-3568

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Patches & Fixes for CVE-2024-3568 (1)

Vendor Advisories for CVE-2024-3568 (1)

IV. Related Vulnerabilities

Same product: huggingface/transformers
Same vendor: huggingface
Same weakness: CWE-502

V. Comments for CVE-2024-3568

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