CVE-2026-4372: HuggingFace transformers vulnerable to remote code execution
A critical remote code execution vulnerability exists in all versions of the HuggingFace transformers library prior to version 5.3.0. The vulnerability allows an attacker to craft a malicious config.json file containing the attnimplementationinternal field set to an attacker-controlled HuggingFace Hub repository ID.
Published May 26, 2026 · Updated Jul 1, 2026
Affected packages
transformers
- Ecosystem
- PyPI
- Affected
- < 5.3.0
- Fixed in
- 5.3.0
- Check
pip show transformers
Advisory details
From the GitHub Advisory Database (CC BY 4.0).
A critical remote code execution vulnerability exists in all versions of the HuggingFace transformers library prior to version 5.3.0. The vulnerability allows an attacker to craft a malicious config.json file containing the _attn_implementation_internal field set to an attacker-controlled HuggingFace Hub repository ID. When a victim loads this model using the standard AutoModelForCausalLM.from_pretrained() API, the library downloads and executes arbitrary Python code from the attacker's repository with the victim's full OS privileges. This issue arises due to unfiltered deserialization of configuration attributes, insufficient sanitization of internal fields, and unsandboxed execution of downloaded kernels. The vulnerability bypasses the trust_remote_code security mechanism, is invisible to the victim, and exploits the standard documented usage pattern, making it particularly severe. Users are advised to upgrade to version 5.3.0 or later to mitigate this issue.
Credited to aaronmaxlevy.
References
How this page is made: the data panel comes from the GitHub Advisory Database, CISA’s KEV catalog, the NVD and FIRST EPSS, and updates twice a day. No analysis has been written for this entry yet. Methodology
More Transformers vulnerabilities
All Transformers entriesCVE-2026-80047
Hugging Face Transformers downloads custom generation code before trust consent
high7.8No fixSep 1, 2026CVE-2026-9856
Transformers save_pretrained path traversal allows arbitrary file writes through chat template names
high7.1Aug 2, 2026CVE-2026-5241
huggingface/transformers: Arbitrary Code Execution During Model Initialization in the LightGlue Model Loading Path
high8.0Jun 3, 2026CVE-2026-1839
HuggingFace Transformers allows for arbitrary code execution in the `Trainer` class
medium6.5Apr 7, 2026CVE-2025-6921
Hugging Face Transformers vulnerable to Regular Expression Denial of Service (ReDoS) in the AdamWeightDecay optimizer
medium5.3Sep 23, 2025CVE-2025-6051
Hugging Face Transformers library has Regular Expression Denial of Service
medium5.3Sep 14, 2025
