CVE-2025-58756— MONAI's unsafe torch usage may lead to arbitrary code execution
Quick assessment
Affected
Project-MONAI MONAI
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.
MONAI是Project MONAI开源的一个医疗成像AI工具包。 MONAI 1.5.0及之前版本存在代码问题漏洞，该漏洞源于不安全加载方法，可能导致反序列化漏洞和代码执行。
Possible ATT&CK Techniques 2 AI
T1059 · Command and Scripting Interpreter T1203 · Exploitation for Client Execution
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I. Basic Information for CVE-2025-58756
Vulnerability Information
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Vulnerability Title
MONAI's unsafe torch usage may lead to arbitrary code execution
Source: CVE Program / CVE List V5
Vulnerability Description
MONAI (Medical Open Network for AI) is an AI toolkit for health care imaging. In versions up to and including 1.5.0, in `model_dict = torch.load(full_path, map_location=torch.device(device), weights_only=True)` in monai/bundle/scripts.py , `weights_only=True` is loaded securely. However, insecure loading methods still exist elsewhere in the project, such as when loading checkpoints. This is a common practice when users want to reduce training time and costs by loading pre-trained models downloaded from other platforms. Loading a checkpoint containing malicious content can trigger a deserialization vulnerability, leading to code execution. As of time of publication, no known fixed versions are available.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
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
MONAI 代码问题漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
MONAI是Project MONAI开源的一个医疗成像AI工具包。 MONAI 1.5.0及之前版本存在代码问题漏洞，该漏洞源于不安全加载方法，可能导致反序列化漏洞和代码执行。
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 |
|---|---|---|---|---|
| Project-MONAI | MONAI | <= 1.5.0 | - |
|
II. Public POCs for CVE-2025-58756
| # | POC Description | Source Link | Shenlong Link |
|---|
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Same Patch Batch · Project-MONAI · 2025-09-08 · 3 CVEs total
| CVE-2025-58755 | 8.8 HIGH | MONAI has path traversal issue that may lead to arbitrary file writes |
| CVE-2025-58757 | 8.8 HIGH | MONAI's unsafe use of Pickle deserialization may lead to RCE |
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V. Comments for CVE-2025-58756
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