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CVE-2024-11393

27
FAUCET Score

CVE-2024-11393 is a remote code execution vulnerability affecting Hugging Face Transformers, specifically within the MaskFormer model's deserialization process. This flaw, stemming from improper validation of user-supplied data, allows an attacker to execute arbitrary code on a victim's system if they interact with a malicious page or file. Rated with a CVSS score of 8.8 (HIGH), it requires user interaction but can lead to full compromise (confidentiality, integrity, and availability). While no active exploitation or public exploit code (Metasploit, Nuclei, ExploitDB) has been observed, its high EPSS score and FAUCET Risk Score indicate significant potential risk.

Impacted Technologies

VendorProductVersion(s)CPE
< 4.48.0CPE matchmatch criteria
cpe:2.3:a:huggingface:transformers:*:*:*:*:*:*:*:*

CVSS Data

CVSS version used by this source: 3.0

8.8HIGH

CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
REQUIRED
Scope
UNCHANGED
Confidentiality Impact
HIGH
Integrity Impact
HIGH
Availability Impact
HIGH
Exploitability Score
2.8
Impact Score
5.9
CvssVersion
3.0

Exploit Intelligence

EPSS Score
2.89%
Probability of exploitation in next 30 days
EPSS Percentile
85.5%
Percentile rank of EPSS score among Peer Group
As of 2026-07-27
Model: v2026.06.15
This CVE's current EPSS score of 0.0289 is in the 85th percentile among its peer group of 14,855 CVEs.

Social Chatter

The average CVE in this peer group has 0.0 Twitter, 0.1 Reddit, 0.2 Bluesky, 0.1 Mastodon, and 0.2 GitHub mentions.

Media Mentions

No media coverage found for this CVE.

The average CVE in this peer group has 0.3 InfoSec Media, 0.0 Vendor Blog, and 0.1 Security Researcher mentions.

Remediation

Patch Available

Vendor Patches (1)

pippatch availablevia ghsa
Product: transformersFixed in: 4.48.0

Vendor Advisories (2)

pipGHSA-wrfc-pvp9-mr9ghigh

Deserialization of Untrusted Data in Hugging Face Transformers

Nov 23, 2024
redhatCVE-2024-11393Important

transformers: Hugging Face Transformers MaskFormer Model Deserialization of Untrusted Data Remote Code Execution Vulnerability

Nov 22, 2024

References

zerodayinitiative.com / advisories/ZDI-24-1514
Third Party AdvisoryVDB Entry