CVE-2024-3568

Arbitrary Code Execution via Deserialization in huggingface/transformers

State
Published
Severity
3.4 Low
Published
Apr 10, 2024
Updated
Aug 1, 2024
Reserved
Apr 10, 2024

Read the record on cve.org

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.

Scores

CVSSScoreVectorSource
3.03.4 LowCVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:C/C:N/I:N/A:L@huntr_ai

Weaknesses

  • CWE-502 Deserialization of Untrusted Data

Affected Products

ProductVersions
huggingface/transformershuggingface
  • before 4.38Affected

References

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