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CVE-2024-11393

Published: Nov 22, 2024Updated: Feb 10, 2025 Sources: CVE List NVD GHSACWE-502
NVD MITRE
8.8CVSSHIGH
EPSS Score
2.9%
Top 14.8%
CISA KEV
Not in KEV
Exploits
No Known Exploits
Remediation
Patch Available

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.

CVSS Vector Breakdown

AV:NAC:LPR:NUI:RS:UC:HI:HA:H
Exploitability
AV:NAttack Vector
Network
AC:LAttack Complexity
Low
PR:NPrivileges Required
None
UI:RUser Interaction
Required
Scope
S:UScope
Unchanged
Impact
C:HConfidentiality
High
I:HIntegrity
High
A:HAvailability
High
Open in CVSS calculator →

Weaknesses

CWE-502

Affected Products

transformershuggingface
LibraryLibrary
AI / ML / ml-framework
transformersPyPIOSS Libraries
TransformersHugging Face
Mixed
AI / ML / ml-framework
huggingfacecommercialAI / MLaka transformers, huggingface/transformers, smolagents
pypipackage-ecosystemOSS Libraries
hugging facecommercialAI / MLaka huggingface, hugging face

Attack Graph

Products CVE Techniques Tactics

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Exploitability

Official Patch Available

MITRE ATT&CK

3 techniques
Execution
Initial Access
View detailed technique mapping

References

https://www.zerodayinitiative.com/advisories/ZDI-24-1514/
zerodayinitiative.com
https://nvd.nist.gov/vuln/detail/CVE-2024-11393
nvd.nist.gov
https://github.com/huggingface/transformers/issues/34840
github.com
and 4 more references View all →

Timeline

Published
Nov 22, 2024
Last Updated
Feb 10, 2025

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