GitHub Advisoryadvisory · PyPI

GHSA-cgwc-qvrx-rf7f Remote code execution in pytorch lightning

CRITICAL Published 2024-06-06 Modified 2024-10-16 Official page ↗
Aliases
CVE-2024-5452
Ecosystem
PyPI
Packages
lightning
Severity
Critical
CVSS vector
CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
Weaknesses
CWE-913, CWE-915
Reviewed
2024-06-06

Affected packages

• PyPI lightning: < 2.3.3 → fixed in 2.3.3

Description

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 default.

Related

Alias · CVE (1)

  • 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… vulnerability

Weakness · CWE (2)

  • CWE-913 Improper Control of Dynamically-Managed Code Resources weakness
  • CWE-915 Improperly Controlled Modification of Dynamically-Determined Object Attributes weakness

References