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Vulnerability details: VCID-k7sr-ay64-syg9
Vulnerability ID VCID-k7sr-ay64-syg9
Aliases CVE-2024-11392
GHSA-qxrp-vhvm-j765
PYSEC-2024-227
Summary Hugging Face Transformers MobileViTV2 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 configuration 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-24322.
Status Published
Exploitability 2.0
Weighted Severity 8.0
Risk 10.0
Affected and Fixed Packages Package Details
Weaknesses (3)
CWE-502 Deserialization of Untrusted Data
CWE-937 OWASP Top Ten 2013 Category A9 - Using Components with Known Vulnerabilities
CWE-1035 OWASP Top Ten 2017 Category A9 - Using Components with Known Vulnerabilities
System Score Found at
cvssv3 7.5 https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2024-11392.json
epss 0.5929 https://api.first.org/data/v1/epss?cve=CVE-2024-11392
epss 0.5929 https://api.first.org/data/v1/epss?cve=CVE-2024-11392
epss 0.5929 https://api.first.org/data/v1/epss?cve=CVE-2024-11392
cvssv3.1 8.8 https://github.com/advisories/GHSA-qxrp-vhvm-j765
cvssv3.1 7.5 https://github.com/huggingface/transformers
generic_textual HIGH https://github.com/huggingface/transformers
cvssv3.1 7.5 https://github.com/huggingface/transformers/issues/34840
generic_textual HIGH https://github.com/huggingface/transformers/issues/34840
cvssv3.1 7.5 https://github.com/huggingface/transformers/pull/35296
generic_textual HIGH https://github.com/huggingface/transformers/pull/35296
cvssv3.1 7.5 https://github.com/pypa/advisory-database/tree/main/vulns/transformers/PYSEC-2024-227.yaml
generic_textual HIGH https://github.com/pypa/advisory-database/tree/main/vulns/transformers/PYSEC-2024-227.yaml
cvssv3.1 7.5 https://nvd.nist.gov/vuln/detail/CVE-2024-11392
generic_textual HIGH https://nvd.nist.gov/vuln/detail/CVE-2024-11392
cvssv3.1 7.5 https://www.zerodayinitiative.com/advisories/ZDI-24-1513
generic_textual HIGH https://www.zerodayinitiative.com/advisories/ZDI-24-1513
cvssv3 7.5 https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
cvssv3.1 8.8 https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
ssvc Track https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
Reference id Reference type URL
https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2024-11392.json
https://api.first.org/data/v1/epss?cve=CVE-2024-11392
https://github.com/advisories/GHSA-qxrp-vhvm-j765
https://github.com/huggingface/transformers
https://github.com/huggingface/transformers/issues/34840
https://github.com/huggingface/transformers/pull/35296
https://github.com/pypa/advisory-database/tree/main/vulns/transformers/PYSEC-2024-227.yaml
https://nvd.nist.gov/vuln/detail/CVE-2024-11392
https://www.zerodayinitiative.com/advisories/ZDI-24-1513
2328351 https://bugzilla.redhat.com/show_bug.cgi?id=2328351
CVE-2024-11392 Exploit https://drive.google.com/file/d/14bnNaCRmFOQvPHUR9zQwdbjMmzKE2pZl/view?usp=drive_link
CVE-2024-11392 Exploit https://gitlab.com/exploit-database/exploitdb/-/blob/main/exploits/python/remote/52227.txt
ZDI-24-1513 https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
Data source Exploit-DB
Date added April 16, 2025
Description Hugging Face Transformers MobileViTV2 4.41.1 - Remote Code Execution (RCE)
Ransomware campaign use Unknown
Source publication date April 16, 2025
Exploit type remote
Platform python
Source update date April 16, 2025
Source URL https://drive.google.com/file/d/14bnNaCRmFOQvPHUR9zQwdbjMmzKE2pZl/view?usp=drive_link
Vector: CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://access.redhat.com/hydra/rest/securitydata/cve/CVE-2024-11392.json
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://github.com/advisories/GHSA-qxrp-vhvm-j765
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://github.com/huggingface/transformers
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://github.com/huggingface/transformers/issues/34840
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://github.com/huggingface/transformers/pull/35296
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://github.com/pypa/advisory-database/tree/main/vulns/transformers/PYSEC-2024-227.yaml
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://nvd.nist.gov/vuln/detail/CVE-2024-11392
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://www.zerodayinitiative.com/advisories/ZDI-24-1513
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.0/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H Found at https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
Attack Vector (AV) Attack Complexity (AC) Privileges Required (PR) User Interaction (UI) Scope (S) Confidentiality Impact (C) Integrity Impact (I) Availability Impact (A)

network

adjacent_network

local

physical

low

high

none

low

high

none

required

unchanged

changed

high

low

none

high

low

none

high

low

none
Vector: SSVCv2/E:N/A:N/T:T/P:M/B:A/M:M/D:T/2024-11-26T16:33:03Z/ Found at https://www.zerodayinitiative.com/advisories/ZDI-24-1513/
Exploit Prediction Scoring System (EPSS)
Percentile 0.98277
EPSS Score 0.5929
Published At June 11, 2026, 12:55 p.m.
Date Actor Action Source VulnerableCode Version
2026-06-10T18:46:28.474782+00:00 Vulnrichment Import https://github.com/cisagov/vulnrichment/blob/develop/2024/11xxx/CVE-2024-11392.json 38.6.0