Arbitrary File Write via /v1/runs API endpoint in lightning-ai/pytorch-lightning

The primary impact of CVE-2024-5980 is the potential for remote code execution (RCE). An attacker can leverage the path traversal vulnerability in the /v1/runs API to upload a malicious tar.gz plugin. This plugin, when processed by pytorch-lightning, can be crafted to write arbitrary files to any directory accessible by the LightningApp process. This could include overwriting critical system files, injecting malicious code, or gaining persistent access to the system. The blast radius extends to any system running a vulnerable pytorch-lightning instance with the plugin_server enabled, particularly those handling sensitive data or critical infrastructure.

Organizations and individuals using pytorch-lightning for machine learning projects, particularly those deploying LightningApps with the plugin_server enabled, are at risk. This includes researchers, data scientists, and developers working with deep learning models. Shared hosting environments where multiple users share a pytorch-lightning instance are also at increased risk.

• python / pytorch-lightning: Monitor for suspicious tar.gz file uploads to the /v1/runs API endpoint.

import requests

url = "YOUR_PYTORCH_LIGHTNING_ENDPOINT/v1/runs"
files = {'plugin': open('malicious_plugin.tar.gz', 'rb')}
response = requests.post(url, files=files)
print(response.status_code)

• python / pytorch-lightning: Check for unexpected file modifications in directories accessible by the LightningApp process using file integrity monitoring tools. • generic web: Monitor access logs for requests to the /v1/runs API endpoint with unusual or potentially malicious file names.

1. 2024-06-27Disclosure

   disclosure

2. 2024-06-27Patch

   patch

1. Reservado2024-06-13
2. Publicada2024-06-27
3. Modificada2025-10-21
4. EPSS atualizado2026-04-02

The primary mitigation for CVE-2024-5980 is to upgrade to pytorch-lightning version 2.3.3 or later, which contains the fix. If upgrading immediately is not feasible, consider disabling the plugin_server feature to prevent the vulnerable API endpoint from being exposed. As a temporary workaround, implement strict input validation on the /v1/runs API endpoint to prevent path traversal attempts. This could involve whitelisting allowed file extensions and validating the destination directory. Monitor system logs for suspicious file creation or modification activity.