Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability
Description
Hugging Face Transformers MaskFormer 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 parsing 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-25191.
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: 8820fe8b8c4b9da94cf1e4761876f85c562e0efe
Patches
Vulnerability mechanics
References
7- github.com/advisories/GHSA-wrfc-pvp9-mr9gghsaADVISORY
- nvd.nist.gov/vuln/detail/CVE-2024-11393ghsaADVISORY
- www.zerodayinitiative.com/advisories/ZDI-24-1514/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-2024-228.yamlghsaWEB
- www.zerodayinitiative.com/advisories/ZDI-24-1514ghsaWEB
News mentions
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