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TI-2024-10557 Aliases CVE-2024-11393GHSA-wrfc-pvp9-mr9g

Deserialization of untrusted data in huggingface Transformers

Priority MEDIUM 46CWE-502Published · Updated

Key facts

Attack vector
Network
Privileges required
None
User interaction
Required
Attack complexity
Low
Impact type
Code execution
Confidentiality · integrity · availability
High · High · High
Fix status
Fixed

Attack profile from CVSS 3.1 · NVD. Fix status from CNA and GitHub. Impact type from CWE-502.

Summary

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.

Why it matters now

Exploitation None reported CISA SSVC · not in CISA KEV
EPSS 0.03272 88th percentileScored 2026-11-07
Fix Fixed transformers (PyPI): 4.48.0

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation
None
Automatable
No
Technical impact
Total

The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.

Affected products

VendorProductAffected versionsFixed inStatusSource
huggingfaceTransformers8820fe8b8c4b9da94cf1e4761876f85c562e0efe—No fix listedCNA
—transformers (PyPI)before 4.48.04.48.0Patch availableGHSA-wrfc-pvp9-mr9g
  • Transformers Vendorhuggingface Affected 8820fe8b8c4b9da94cf1e4761876f85c562e0efe Fixed in — No fix listed CNA
  • transformers (PyPI) Vendor— Affected before 4.48.0 Fixed in 4.48.0 Patch available GHSA-wrfc-pvp9-mr9g

CPE configurations NVD · 1

CPEVersionsRoleVendor
cpe:2.3:a:huggingface:transformers:*:*:*:*:*:*:*:*before 4.48.0Vulnerablehuggingface
  • cpe:2.3:a:huggingface:transformers:*:*:*:*:*:*:*:* Versions before 4.48.0 Vulnerable ·huggingface

Remediation

  • Fix · GHSA-wrfc-pvp9-mr9g transformers (PyPI) Fixed in 4.48.0 Advisory →

Vendor assessments

Red Hat

Red Hat rating: Important. Red Hat's page for this CVE →

Not affected: 2 products
  • OpenShift Lightspeed
  • Red Hat Enterprise Linux AI (RHEL AI)

Timeline

  1. 2026-10-02 Threatist record created from CVE-2024-11393
  2. 2026-10-03 Alias added: GHSA-wrfc-pvp9-mr9g

References

Advisory 2

Other 5

  • TI-2026-04577 Policy Bypass in LightGlue Nested Config Resolution in huggingface/transformers CVSS 3.1CRITICAL 9.6
  • TI-2025-06294 Regular Expression Denial of Service (ReDoS) in huggingface/transformers CVSS 3.1HIGH 7.5
  • TI-2025-06027 Regular Expression Denial of Service (ReDoS) in huggingface/transformers CVSS 3.1HIGH 7.5
  • TI-2025-02858 Regular Expression Denial of Service (ReDoS) in huggingface/transformers CVSS 3.1HIGH 7.5
  • TI-2025-01837 Regular Expression Denial of Service (ReDoS) in huggingface/transformers CVSS 3.1HIGH 7.5
  • TI-2024-11793 Regular Expression Denial of Service (ReDoS) in huggingface/transformers CVSS 3.1HIGH 7.5
See all 29 →

Sources

This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences