Huggingface: >> Transformers >> 4.22.2 Security Vulnerabilities
Hugging Face Transformers MobileViTV2 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 configuration 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-24322.
CVSS Score
7.5
EPSS Score
0.383
Published
2024-11-22
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.
CVSS Score
3.4
EPSS Score
0.201
Published
2024-04-10
Deserialization of Untrusted Data in GitHub repository huggingface/transformers prior to 4.36.
CVSS Score
9.6
EPSS Score
0.002
Published
2023-12-20
Deserialization of Untrusted Data in GitHub repository huggingface/transformers prior to 4.36.
CVSS Score
9.0
EPSS Score
0.002
Published
2023-12-19
Insecure Temporary File in GitHub repository huggingface/transformers prior to 4.30.0.
CVSS Score
4.7
EPSS Score
0.0
Published
2023-05-18
Page 2