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CVE-2025-10950— geyang ml-logger Ping server.py log_handler deserialization

Quick assessment

Affected
geyang ml-logger
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.

ML-Logger是Ge Yang个人开发者的一个用于机器学习项目的记录器、服务器和可视化仪表板。 ML-Logger acf255bade5be6ad88d90735c8367b28cbe3a743及之前版本存在安全漏洞，该漏洞源于对文件ml_logger/server.py中组件Ping Handler的参数data的错误操作，可能导致反序列化攻击。

CVSS 6.3 · Medium EPSS 0.31% · P24

Possible ATT&CK Techniques 1 AI

T1190 · Exploit Public-Facing Application
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I. Basic Information for CVE-2025-10950

Vulnerability Information
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Vulnerability Title
geyang ml-logger Ping server.py log_handler deserialization
Source: CVE Program / CVE List V5
Vulnerability Description
A vulnerability was determined in geyang ml-logger up to acf255bade5be6ad88d90735c8367b28cbe3a743. Affected is the function log_handler of the file ml_logger/server.py of the component Ping Handler. This manipulation of the argument data causes deserialization. It is possible to initiate the attack remotely. The exploit has been publicly disclosed and may be utilized. This product is using a rolling release to provide continious delivery. Therefore, no version details for affected nor updated releases are available.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L
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
ML-Logger 安全漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
ML-Logger是Ge Yang个人开发者的一个用于机器学习项目的记录器、服务器和可视化仪表板。 ML-Logger acf255bade5be6ad88d90735c8367b28cbe3a743及之前版本存在安全漏洞，该漏洞源于对文件ml_logger/server.py中组件Ping Handler的参数data的错误操作，可能导致反序列化攻击。
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
geyang ml-logger acf255bade5be6ad88d90735c8367b28cbe3a743 -

II. Public POCs for CVE-2025-10950

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III. Intelligence Information for CVE-2025-10950

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Same Patch Batch · geyang · 2025-09-25 · 3 CVEs total

CVE-2025-10951 7.3 HIGH geyang ml-logger server.py log_handler path traversal
CVE-2025-10952 5.3 MEDIUM geyang ml-logger File server.py stream_handler information disclosure

IV. Related Vulnerabilities

Same product: ml-logger
Same vendor: geyang
Same weakness: CWE-502

V. Comments for CVE-2025-10950

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