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CVE-2024-12029

CRITICAL
Published 2025-03-20T10:08:45.570Z
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CVSS Score

V3.0
9.8
/10
CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Base Score Metrics
Exploitability: N/A Impact: N/A

EPSS Score

v2025.03.14
0.485
probability
of exploitation in the wild

There is a 48.5% chance that this vulnerability will be exploited in the wild within the next 30 days.

Updated: 2025-06-25
Exploit Probability
Percentile: 0.976
Higher than 97.6% of all CVEs

Attack Vector Metrics

Attack Vector
NETWORK
Attack Complexity
LOW
Privileges Required
NONE
User Interaction
NONE
Scope
UNCHANGED

Impact Metrics

Confidentiality
HIGH
Integrity
HIGH
Availability
HIGH

Description

A remote code execution vulnerability exists in invoke-ai/invokeai versions 5.3.1 through 5.4.2 via the /api/v2/models/install API. The vulnerability arises from unsafe deserialization of model files using torch.load without proper validation. Attackers can exploit this by embedding malicious code in model files, which is executed upon loading. This issue is fixed in version 5.4.3.

Available Exploits

No exploits available for this CVE.

Related News

CVE-2024-12029 – InvokeAI Deserialization of Untrusted Data vulnerability

CVE-2024-12029: A critical deserialization vulnerability in InvokeAI's /api/v2/models/install endpoint allows remote code execution via malicious model files. Exploit risk for AI art servers. The post CVE-2024-12029 – InvokeAI Deserialization of Untrusted Dat…

Offsec.com 2025-07-17 16:52
Read More

Affected Products

invoke-ai

invoke-ai/invokeai

Affected Versions:

unspecified

GitHub Security Advisories

Community-driven vulnerability intelligence from GitHub

✓ GitHub Reviewed CRITICAL

InvokeAI Deserialization of Untrusted Data vulnerability

GHSA-mcrp-whpw-jp68

Advisory Details

A remote code execution vulnerability exists in invoke-ai/invokeai versions 5.3.1 through 5.4.2 via the /api/v2/models/install API. The vulnerability arises from unsafe deserialization of model files using torch.load without proper validation. Attackers can exploit this by embedding malicious code in model files, which is executed upon loading. This issue is fixed in version 5.4.3rc2.

Affected Packages

PyPI InvokeAI
ECOSYSTEM: ≥5.3.1 <5.4.3rc2

CVSS Scoring

CVSS Score

9.0

CVSS Vector

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

References

ADVISORY https://nvd.nist.gov/vuln/detail/CVE-2024-12029
WEB https://github.com/invoke-ai/InvokeAI/commit/ed46acee79460189b38c164321b14bdfbf3073c9
WEB https://github.com/invoke-ai/invokeai/commit/756008dc5899081c5aa51e5bd8f24c1b3975a59e
PACKAGE https://github.com/invoke-ai/InvokeAI
WEB https://github.com/pypa/advisory-database/tree/main/vulns/invokeai/PYSEC-2025-9.yaml
WEB https://huntr.com/bounties/9b790f94-1b1b-4071-bc27-78445d1a87a3

Advisory provided by GitHub Security Advisory Database. Published: March 21, 2025, Modified: May 20, 2025

References

https://huntr.com/bounties/9b790f94-1b1b-4071-bc27-78445d1a87a3
https://github.com/invoke-ai/invokeai/commit/756008dc5899081c5aa51e5bd8f24c1b3975a59e
Published: 2025-03-20T10:08:45.570Z
Last Modified: 2025-03-20T14:33:03.024Z
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