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Github Security Blog
Github Security Blog
•added 2026/05/12 6:30 p.m.•24 views

Ludwig framework is vulnerable to insecure deserialization through its predict() method.

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 through its predict method. When a user provides a dataset file path to the predict method, the framework automatically determines the file format. If the file is a pickle .pkl file, it is loaded using...

6.5AI score0.00875EPSS
SaveExploits0References4Affected Software1
OSV
OSV
•added 2026/05/12 6:30 p.m.•24 views

GHSA-WCR3-GM9F-F87Q Ludwig framework is vulnerable to insecure deserialization through its predict() method.

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 through its predict method. When a user provides a dataset file path to the predict method, the framework automatically determines the file format. If the file is a pickle .pkl file, it is loaded using...

9.8CVSS6.5AI score0.00875EPSS
SaveExploits0References3
NVD
NVD
•added 2026/05/12 6:16 p.m.•23 views

CVE-2026-31238

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 in its model serving component. When starting a model server with the ludwig serve command, the framework loads model weight files using torch.load without enabling the security-restrictive weightsonly=True...

9.8CVSS0.00725EPSS
SaveExploits0References2
NVD
NVD
•added 2026/05/12 6:16 p.m.•28 views

CVE-2026-31237

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 through its predict method. When a user provides a dataset file path to the predict method, the framework automatically determines the file format. If the file is a pickle .pkl file, it is loaded using...

9.8CVSS0.00875EPSS
SaveExploits0References2
Cvelist
Cvelist
•added 2026/05/12 12:00 a.m.•59 views

CVE-2026-31238

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 in its model serving component. When starting a model server with the ludwig serve command, the framework loads model weight files using torch.load without enabling the security-restrictive weightsonly=True...

0.00725EPSS
SaveExploits0References2
CVE
CVE
•added 2026/05/12 12:00 a.m.•39 views

CVE-2026-31237

The Ludwig framework (versions through 0.10.4 ) is vulnerable to insecure deserialization (CWE-502) within its predict() method. The issue occurs because the framework automatically identifies dataset file formats and uses pandas.read_pickle() to load .pkl files without any validation or security...

6.5AI score0.00875EPSS
SaveExploits0References2
Positive Technologies
Positive Technologies
•added 2026/05/12 12:00 a.m.•29 views

PT-2026-40125

Name of the Vulnerable Software and Affected Versions Ludwig framework versions prior to 0.10.5 Description The model serving component is subject to insecure deserialization. When initiating a model server via the ludwig serve command, the framework utilizes the torch.load function to load model...

9.8CVSS6.3AI score0.00725EPSS
SaveExploits0References7
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2026/05/12 12:00 a.m.•5 views

CVE-2026-31238: Deserialization of Untrusted Data

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 in its model serving component. When starting a model server with the ludwig serve command, the framework loads model weight files using torch.load without enabling the security-restrictive weightsonly=True...

9.8CVSS6.5AI score0.00725EPSS
SaveExploits0References2
CNNVD
CNNVD
•added 2026/05/12 12:00 a.m.•25 views

ludwig 安全漏洞

Ludwig is an open-source declarative deep learning framework developed by Ludwig. Versions of Ludwig 0.10.4 and earlier contain security vulnerabilities. These vulnerabilities stem from the model service component using torch.load without enabling the weightsonly=True parameter when loading model...

9.8CVSS6.8AI score0.00725EPSS
SaveExploits0References2
CVE
CVE
•added 2026/05/12 12:00 a.m.•42 views

CVE-2026-31238

The Ludwig framework (versions up to and including 0.10.4 ) is vulnerable to insecure deserialization (CWE-502) within its model serving component. The issue arises when using the ludwig serve command, as the framework loads model weight files via torch.load() without enabling the weights_only=Tr...

9.8CVSS6.5AI score0.00725EPSS
SaveExploits0References2
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2026/05/12 12:00 a.m.•4 views

CVE-2026-31237: Deserialization of Untrusted Data

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 through its predict method. When a user provides a dataset file path to the predict method, the framework automatically determines the file format. If the file is a pickle .pkl file, it is loaded using...

9.8CVSS6.5AI score0.00875EPSS
SaveExploits0References2
Mend
Mend
•added 2026/05/12 12:00 a.m.•7 views

CVE-2026-31238

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 in its model serving component. When starting a model server with the ludwig serve command, the framework loads model weight files using torch.load without enabling the security-restrictive weightsonly=True...

9.8CVSS6.5AI score0.00725EPSS
SaveExploits0References5
Positive Technologies
Positive Technologies
•added 2026/05/12 12:00 a.m.•25 views

PT-2026-40124

Name of the Vulnerable Software and Affected Versions Ludwig framework versions prior to 0.10.5 Description Insecure deserialization occurs through the predict method. When a dataset file path is provided to this method, the framework automatically determines the file format. If a pickle .pkl fil...

9.8CVSS6.3AI score0.00875EPSS
SaveExploits0References7
Cvelist
Cvelist
•added 2026/05/12 12:00 a.m.•52 views

CVE-2026-31237

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 through its predict method. When a user provides a dataset file path to the predict method, the framework automatically determines the file format. If the file is a pickle .pkl file, it is loaded using...

0.00875EPSS
SaveExploits0References2
CNNVD
CNNVD
•added 2026/05/12 12:00 a.m.•23 views

ludwig 安全漏洞

Ludwig is an open-source declarative deep learning framework developed by Ludwig. Versions of Ludwig 0.10.4 and earlier contain security vulnerabilities. These vulnerabilities stem from the predict method, which uses pandas.readpickle without proper validation when loading pickle files. This coul...

9.8CVSS6.9AI score0.00875EPSS
SaveExploits0References2
Mend
Mend
•added 2026/05/12 12:00 a.m.•9 views

CVE-2026-31237

The Ludwig framework thru 0.10.4 is vulnerable to insecure deserialization CWE-502 through its predict method. When a user provides a dataset file path to the predict method, the framework automatically determines the file format. If the file is a pickle .pkl file, it is loaded using...

9.8CVSS6.5AI score0.00875EPSS
SaveExploits0References5
vulnersOsv
vulnersOsv
•added 2026/04/07 3:30 p.m.•2 views

biome-text (3.3.0), elemeno-ai-sdk (>=0.0.8, <=0.2.4) +5 more potentially affected by CVE-2026-33865 via mlflow (1.20.2)

mlflow PYPI version 1.20.2 is affected by a known vulnerability. The following packages have a transitive dependency on mlflow and may be impacted: - biome-text 3.3.0 - elemeno-ai-sdk =0.0.8, =0.0.1, =0.2.1.2, =0.1.5, =2.5.1a1, =0.0.1, =0.0.48 Source cves: CVE-2026-33865 Source advisory:...

5.4CVSS5.8AI score0.003EPSS
SaveExploits1
Patchstack
Patchstack
•added 2026/01/28 2:57 p.m.•18 views

WordPress Elementor Contact Form DB plugin <= 2.1.3 - Broken Access Control vulnerability

Broken Access Control vulnerability discovered by You Ludwig in WordPress Plugin Elementor Contact Form DB versions = 2.1.3...

5.3CVSS5.4AI score0.00289EPSS
SaveExploits0Affected Software1
attackerkb
attackerkb
•added 2026/01/22 4:52 p.m.•8 views

CVE-2026-24388

Missing Authorization vulnerability in Ludwig You WPMasterToolKit wpmastertoolkit allows Exploiting Incorrectly Configured Access Control Security Levels.This issue affects WPMasterToolKit: from n/a through = 2.14.0...

4.3CVSS5.3AI score0.00223EPSS
SaveExploits0References2
Rapid7 Vulnerability Database (full)
Rapid7 Vulnerability Database (full)
•added 2026/01/22 12:00 a.m.•5 views

CVE-2026-24388: Missing Authorization

Missing Authorization vulnerability in Ludwig You WPMasterToolKit wpmastertoolkit allows Exploiting Incorrectly Configured Access Control Security Levels.This issue affects WPMasterToolKit: from n/a through = 2.14.0...

4.3CVSS6AI score0.00223EPSS
SaveExploits0References1
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