CVE-2024-3568 (GCVE-0-2024-3568)
Vulnerability from cvelistv5
Published
2024-04-10 17:07
Modified
2024-08-01 20:12
Severity ?
3.4 (Low) - CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L
CWE
  • CWE-502 - Deserialization of Untrusted Data
Summary
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.
References
Impacted products
Vendor Product Version
huggingface huggingface/transformers Version: unspecified   < 4.38
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