CVE-2024-3568

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.
Configurations

No configuration.

History

21 Nov 2024, 09:29

Type Values Removed Values Added
References () https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125 - () https://github.com/huggingface/transformers/commit/693667b8ac8138b83f8adb6522ddaf42fa07c125 -
References () https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f - () https://huntr.com/bounties/b3c36992-5264-4d7f-9906-a996efafba8f -
Summary
  • (es) La librería huggingface/transformers es vulnerable a la ejecución de código arbitrario a través de la deserialización de datos no confiables dentro de la función `load_repo_checkpoint()` de la clase `TFPreTrainedModel()`. Los atacantes pueden ejecutar código y comandos arbitrarios creando una carga serializada maliciosa, explotando el uso de `pickle.load()` en datos de fuentes potencialmente no confiables. Esta vulnerabilidad permite la ejecución remota de código (RCE) al engañar a las víctimas para que carguen un punto de control aparentemente inofensivo durante un proceso de entrenamiento normal, lo que permite a los atacantes ejecutar código arbitrario en la máquina de destino.

10 Apr 2024, 17:15

Type Values Removed Values Added
New CVE

Information

Published : 2024-04-10 17:15

Updated : 2024-11-21 09:29


NVD link : CVE-2024-3568

Mitre link : CVE-2024-3568

CVE.ORG link : CVE-2024-3568


JSON object : View

Products Affected

No product.

CWE
CWE-502

Deserialization of Untrusted Data