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CVE-2024-12029— Remote Code Execution via Model Deserialization in invoke-ai/invokeai

Quick assessment

Affected
invoke-ai invoke-ai/invokeai
Exploitation
High exploitation probability; assess promptly
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

Invoke是InvokeAI开源的一个稳定扩散模型的领先创意引擎。 Invoke 5.3.1至5.4.2版本存在安全漏洞，该漏洞源于模型文件反序列化不当，可能导致远程代码执行。

AI Predicted 9.8 Difficulty: Trivial EPSS 5.98% · P93

Public Exploits 1

Metasploit · 1 invokeai_rce_cve_2024_12029.rb [exploit]
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I. Basic Information for CVE-2024-12029

Vulnerability Information
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Vulnerability Title
Remote Code Execution via Model Deserialization in invoke-ai/invokeai
Source: CVE Program / CVE List V5
Vulnerability 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.
Source: CVE Program / CVE List V5
CVSS Information
N/A
Source: CVE Program / CVE List V5
Vulnerability Type
可信数据的反序列化
Source: CVE Program / CVE List V5
Vulnerability Title
Invoke 安全漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
Invoke是InvokeAI开源的一个稳定扩散模型的领先创意引擎。 Invoke 5.3.1至5.4.2版本存在安全漏洞，该漏洞源于模型文件反序列化不当，可能导致远程代码执行。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
invoke-ai invoke-ai/invokeai unspecified ~ 5.4.3 -

II. Public POCs for CVE-2024-12029

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III. Intelligence Information for CVE-2024-12029

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Patches & Fixes for CVE-2024-12029 (1)

Vendor Advisories for CVE-2024-12029 (1)

Same Patch Batch · invoke-ai · 2025-03-20 · 4 CVEs total

CVE-2024-11043 Denial of Service (DoS) via Large Payload in Board Name Field in invoke-ai/invokeai
CVE-2024-11042 Arbitrary File Delete in invoke-ai/invokeai
CVE-2024-10821 Denial of Service (DoS) in invoke-ai/invokeai

IV. Related Vulnerabilities

Same product: invoke-ai/invokeai
Same vendor: invoke-ai
Same weakness: CWE-502

V. Comments for CVE-2024-12029

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