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CVE-2025-58757— MONAI's unsafe use of Pickle deserialization may lead to RCE

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及之前版本存在安全漏洞，该漏洞源于pickle_operations函数处理不当，可能导致反序列化漏洞和代码执行。

CVSS 8.8 · High EPSS 0.65% · P48

Possible ATT&CK Techniques 1 AI

T1203 · Exploitation for Client Execution
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I. Basic Information for CVE-2025-58757

Vulnerability Information
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Vulnerability Title
MONAI's unsafe use of Pickle deserialization may lead to RCE
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, the `pickle_operations` function in `monai/data/utils.py` automatically handles dictionary key-value pairs ending with a specific suffix and deserializes them using `pickle.loads()` . This function also lacks any security measures. The deserialization may lead 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:N/UI:R/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 安全漏洞
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及之前版本存在安全漏洞，该漏洞源于pickle_operations函数处理不当，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-2025-58757

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III. Intelligence Information for CVE-2025-58757

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Vendor Advisories for CVE-2025-58757 (1)

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-2025-58756 8.8 HIGH MONAI's unsafe torch usage may lead to arbitrary code execution

IV. Related Vulnerabilities

Same product: MONAI
Same vendor: Project-MONAI
Same weakness: CWE-502

V. Comments for CVE-2025-58757

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