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LightningaiPytorch Lightning

6 matches found

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CVE
added 2025/03/20 10:15 a.m.195 views

CVE-2024-8020

A vulnerability in lightning-ai/pytorch-lightning version 2.3.2 allows an attacker to cause a denial of service by sending an unexpected POST request to the /api/v1/state endpoint of LightningApp. This issue occurs due to improper handling of unexpected state values, which results in the server shu...

7.5CVSS7.4AI score0.00144EPSS
CVE
CVE
added 2022/03/05 10:15 p.m.137 views

CVE-2022-0845

Code Injection in GitHub repository pytorchlightning/pytorch-lightning prior to 1.6.0.

10CVSS8.6AI score0.00127EPSS
CVE
CVE
added 2024/06/27 7:15 p.m.80 views

CVE-2024-5980

A vulnerability in the /v1/runs API endpoint of lightning-ai/pytorch-lightning v2.2.4 allows attackers to exploit path traversal when extracting tar.gz files. When the LightningApp is running with the plugin_server, attackers can deploy malicious tar.gz plugins that embed arbitrary files with path ...

9.8CVSS9.5AI score0.05092EPSS
CVE
CVE
added 2021/12/23 6:15 p.m.69 views

CVE-2021-4118

pytorch-lightning is vulnerable to Deserialization of Untrusted Data

7.8CVSS7.5AI score0.00258EPSS
CVE
CVE
added 2025/03/20 10:15 a.m.60 views

CVE-2024-8019

In lightning-ai/pytorch-lightning version 2.3.2, a vulnerability exists in the LightningApp when running on a Windows host. The vulnerability occurs at the /api/v1/upload_file/ endpoint, allowing an attacker to write or overwrite arbitrary files by providing a crafted filename. This can lead to pot...

9.1CVSS9.4AI score0.00612EPSS
CVE
CVE
added 2024/06/06 6:15 p.m.43 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...

9.8CVSS9.9AI score0.39909EPSS