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OSV
OSV
added 2026/06/29 11:50 a.m.9 views

PYSEC-2026-404 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 score0.006EPSS
SaveExploits0References5
OSV
OSV
added 2026/06/29 11:50 a.m.9 views

PYSEC-2026-405 Ludwig framework is vulnerable to insecure deserialization in its model serving component

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 score0.00497EPSS
SaveExploits0References5
Positive Technologies
Positive Technologies
added 2026/05/27 12:0 a.m.21 views

PT-2026-43664

Improper Limitation of a Pathname to a Restricted Directory 'Path Traversal' vulnerability in Ludwig You QuickWebP Compress / Optimize Images & Convert WebP | SEO Friendly quickwebp allows Path Traversal.This issue affects QuickWebP Compress / Optimize Images & Convert WebP | SEO Friendly: from n...

9.9CVSS5.8AI score0.00336EPSS
SaveExploits0References2
RedhatCVE
RedhatCVE
added 2026/05/15 1:57 a.m.13 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...

9.8CVSS6.3AI score0.006EPSS
SaveExploits0References1
RedhatCVE
RedhatCVE
added 2026/05/15 1:57 a.m.10 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...

9.8CVSS6.3AI score0.00497EPSS
SaveExploits0References1
Snyk
Snyk
added 2026/05/12 7:25 p.m.9 views

Deserialization of Untrusted Data

Overview ludwig is a Declarative machine learning: End-to-end machine learning pipelines using data-driven configurations. Affected versions of this package are vulnerable to Deserialization of Untrusted Data in the model serving process. An attacker can execute arbitrary code on the system by...

9.8CVSS6.2AI score0.00497EPSS
SaveExploits0References2
EUVD
EUVD
added 2026/05/12 6:30 p.m.12 views

EUVD-2026-29561

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...

6.3AI score0.00497EPSS
SaveExploits0References3
Github Security Blog
Github Security Blog
added 2026/05/12 6:30 p.m.18 views

Ludwig framework is vulnerable to insecure deserialization in its model serving component

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...

9.8CVSS6.3AI score0.00497EPSS
SaveExploits0References4Affected Software1
Snyk
Snyk
added 2026/05/12 6:30 p.m.9 views

Deserialization of Untrusted Data

Overview ludwig is a Declarative machine learning: End-to-end machine learning pipelines using data-driven configurations. Affected versions of this package are vulnerable to Deserialization of Untrusted Data via the predict method. An attacker can execute arbitrary code by supplying a maliciousl...

9.8CVSS6.1AI score0.006EPSS
SaveExploits0References2
vulnersOsv
vulnersOsv
added 2026/05/12 6:30 p.m.6 views

change-analyzer (>=0.14.0 <=0.16.1), mindsdb (>=0.9.1.0 <=1.3.1) potentially affected by CVE-2026-31237 via ludwig (>=0.17.5 <=0.5.5)

ludwig PYPI version =0.17.5, =0.14.0, =0.9.1.0, =1.3.1 Source cves: CVE-2026-31237 Source advisory: SNYK:PYTHON-LUDWIG-17057195...

9.8CVSS5.4AI score0.006EPSS
SaveExploits0
EUVD
EUVD
added 2026/05/12 6:30 p.m.14 views

EUVD-2026-29560

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...

6.3AI score0.006EPSS
SaveExploits0References3
OSV
OSV
added 2026/05/12 6:30 p.m.7 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...

9.8CVSS6.3AI score0.006EPSS
SaveExploits0References3
Github Security Blog
Github Security Blog
added 2026/05/12 6:30 p.m.11 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...

9.8CVSS6.3AI score0.006EPSS
SaveExploits0References4Affected Software1
OSV
OSV
added 2026/05/12 6:30 p.m.7 views

GHSA-XP5Q-5Q7G-Q26R Ludwig framework is vulnerable to insecure deserialization in its model serving component

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...

9.8CVSS6.3AI score0.00497EPSS
SaveExploits0References3
NVD
NVD
added 2026/05/12 6:16 p.m.10 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...

9.8CVSS0.00497EPSS
SaveExploits0References2
NVD
NVD
added 2026/05/12 6:16 p.m.11 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...

9.8CVSS0.006EPSS
SaveExploits0References2
CNNVD
CNNVD
added 2026/05/12 12:0 a.m.9 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...

9.8CVSS6.2AI score0.006EPSS
SaveExploits0References2
Positive Technologies
Positive Technologies
added 2026/05/12 12:0 a.m.12 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...

9.8CVSS6.4AI score0.006EPSS
SaveExploits0References7
CNNVD
CNNVD
added 2026/05/12 12:0 a.m.11 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...

9.8CVSS6.2AI score0.00497EPSS
SaveExploits0References2
Cvelist
Cvelist
added 2026/05/12 12:0 a.m.38 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...

0.00497EPSS
SaveExploits0References2
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