cvedb.io
CVE-2024-5452
CRITICAL · CVSS 9.8
EPSS exploitation probability: 0%
Published 2024-06-06T18:15:20.970 · Last modified 2026-06-17T08:15:58.787

Summary

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 based on frontend actions. However, it is possible to bypass the intended restrictions on modifying dunder attributes, allowing an attacker to construct a serialized delta that passes the deserializer whitelist and contains dunder attributes. When processed, this can be exploited to access other modules, classes, and instances, leading to arbitrary attribute write and total RCE on any self-hosted pytorch-lightning application in its default configuration, as the delta endpoint is enabled by defau

Affected products

lightningai — pytorch_lightning

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References

This product uses data from the NVD API but is not endorsed or certified by the NVD. Informational only; not professional security advice.