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Vulnerability record · CVE-2024-12029 · published 20 March 2025

CVE-2024-12029: Deserialization of untrusted data vulnerability

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.

9.8 CVSS 3.0 Critical EPSS 6.0% · top 6.9% CWE-502 · Deserialization of untrusted data Deferred
9.8CVSS 3.0 base score
6.0%EPSS exploitation probability, 30 days
NoNot in CISA KEV
0Affected product versions listed by NVD
3References
17 Jun 2026Last modified by NVD

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.

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

References

LinkTags
https://github.com/invoke-ai/invokeai/commit/756008dc5899081c5aa51e5bd8f24c1b3975a59e
https://huntr.com/bounties/9b790f94-1b1b-4071-bc27-78445d1a87a3
https://huntr.com/bounties/9b790f94-1b1b-4071-bc27-78445d1a87a3

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Source: NIST National Vulnerability Database (record CVE-2024-12029), CISA KEV, FIRST EPSS (scores of 2026-09-26). This page is refreshed as NVD updates the record.