Hugging Face Transformers Trax Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
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.
AI Insight
LLM-synthesized narrative grounded in this CVE's description and references.
Affected packages
Versions sourced from the GitHub Security Advisory.
| Package | Affected versions | Patched versions |
|---|---|---|
transformersPyPI | < 4.48.0 | 4.48.0 |
Affected products
5- osv-coords4 versionspkg:apk/chainguard/nemopkg:apk/chainguard/py3.10-vllm-cuda-12.6pkg:apk/chainguard/tritonserver-backend-tensorrtllm-24.04pkg:pypi/transformers
< 1.23.0-r11+ 3 more
- (no CPE)range: < 1.23.0-r11
- (no CPE)range: < 0.7.2-r0
- (no CPE)range: < 0.9.0-r6
- (no CPE)range: < 4.48.0
- Range: 026a173a64372e9602a16523b8fae9de4b0ff428
Patches
Vulnerability mechanics
References
7- github.com/advisories/GHSA-hxxf-235m-72v3ghsaADVISORY
- nvd.nist.gov/vuln/detail/CVE-2024-11394ghsaADVISORY
- www.zerodayinitiative.com/advisories/ZDI-24-1515/mitrex_research-advisory
- github.com/huggingface/transformers/issues/34840ghsaWEB
- github.com/huggingface/transformers/pull/35296ghsaWEB
- github.com/pypa/advisory-database/tree/main/vulns/transformers/PYSEC-2024-229.yamlghsaWEB
- www.zerodayinitiative.com/advisories/ZDI-24-1515ghsaWEB
News mentions
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