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Snyk
Snyk
added 2025/09/03 10:25 p.m.2 views

Class Pollution

Overview deepdiff is a Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other. Affected versions of this package are vulnerable to Class Pollution via the Delta constructor and manipulation of the SAFETOIMPORT set. An attacker can execute...

10CVSS7.7AI score0.01056EPSS
SaveExploits0References2
GithubExploit
GithubExploit
added 2025/02/09 12:14 a.m.122 views

Exploit for Improper Control of Dynamically-Managed Code Resources in Lightningai Pytorch_Lightning

CVE-2024-5452 01. RCE 와 pytorch-lightning 개요 - 1 RCE 와...

9.8CVSS7.9AI score0.26488EPSS
SaveExploits3
OSV
OSV
added 2024/06/06 6:30 p.m.74 views

GHSA-CGWC-QVRX-RF7F Remote code execution in pytorch lightning

A remote code execution RCE vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to modify application state base...

9.8CVSS6.5AI score0.26488EPSS
SaveExploits3References6
Github Security Blog
Github Security Blog
added 2024/06/06 6:30 p.m.28 views

Remote code execution in pytorch lightning

A remote code execution RCE vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to modify application state base...

9.8CVSS9.8AI score0.26488EPSS
SaveExploits3References6Affected Software1
NVD
NVD
added 2024/06/06 6:15 p.m.62 views

CVE-2024-5452

A remote code execution RCE vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to modify application state base...

9.8CVSS0.26488EPSS
SaveExploits3References2
Cvelist
Cvelist
added 2024/06/06 5:54 p.m.61 views

CVE-2024-5452 RCE via Property/Class Pollution in lightning-ai/pytorch-lightning

A remote code execution RCE vulnerability exists in the lightning-ai/pytorch-lightning library version 2.2.1 due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to modify application state base...

9.8CVSS0.26488EPSS
SaveExploits3References2
CVE
CVE
added 2024/06/06 5:54 p.m.81 views

CVE-2024-5452

CVE-2024-5452 affects lightning-ai/pytorch-lightning (v2.2.1) and arises from insecure deserialization via deepdiff.Delta, where dunder attributes can be manipulated to bypass whitelists and cause arbitrary attribute writes, yielding remote code execution (RCE) on self-hosted PyTorch Lightning ap...

9.8CVSS9.9AI score0.26488EPSS
SaveExploits3References2Affected Software1
Positive Technologies
Positive Technologies
added 2024/06/06 12:0 a.m.12 views

PT-2024-36377

Name of the Vulnerable Software and Affected Versions: pytorch-lightning version 2.2.1 Description: A remote code execution issue exists due to improper handling of deserialized user input and mismanagement of dunder attributes by the deepdiff library. The library uses deepdiff.Delta objects to...

9.8CVSS7.9AI score0.26488EPSS
SaveExploits3References20
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