CVE-2024-11394
HIGHHugging Face Transformers < 4.48.0 - Remote Code Execution via Trax Model Deserialization
Title source: llmExploitation Summary
EIP tracks 1 public exploit for CVE-2024-11394. PoCs published by Piyush-Bhor.
AI-analyzed exploit summary The repository contains a functional exploit for CVE-2024-11394, demonstrating arbitrary code execution via unsafe deserialization in Hugging Face Transformers' Reformer model conversion script. The exploit leverages `pickle.load` to execute a reverse shell payload when a malicious checkpoint file is processed.
Description
Hugging Face Transformers Trax Model 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 model 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-25012.
Exploits (1)
The repository contains a functional exploit for CVE-2024-11394, demonstrating arbitrary code execution via unsafe deserialization in Hugging Face Transformers' Reformer model conversion script. The exploit leverages `pickle.load` to execute a reverse shell payload when a malicious checkpoint file is processed.
References (1)
Scores
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H