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
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
| CVSS | Score | Vector | Source |
|---|---|---|---|
| 3.0 | 3.4 Low | CVSS: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
| Product | Versions |
|---|---|
huggingface/transformershuggingface |
|
References
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