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GHSA-89gg-p5r5-q6r4: MONAI: Unsafe functions lead to pickle deserialization rce

April 7, 2026 (updated July 31, 2026)

The algo_from_pickle function in monai/auto3dseg/utils.py causes pickle.loads(data_bytes) to be executed, and it does not perform any validation on the input parameters. This ultimately leads to insecure deserialization and can result in code execution vulnerabilities.

References

  • github.com/Project-MONAI/MONAI/commit/9078a72f3992e49bd4560db510be9ec4ccf972cc
  • github.com/Project-MONAI/MONAI/issues/8874
  • github.com/Project-MONAI/MONAI/releases/tag/1.6.0
  • github.com/Project-MONAI/MONAI/security/advisories/GHSA-89gg-p5r5-q6r4
  • github.com/advisories/GHSA-89gg-p5r5-q6r4

Code Behaviors & Features

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Affected versions

All versions before 1.6.0

Fixed versions

  • 1.6.0

Solution

Upgrade to version 1.6.0 or above.

Impact 7.6 HIGH

CVSS:3.1/AV:N/AC:H/PR:H/UI:R/S:C/C:H/I:H/A:H

Learn more about CVSS

Weakness

  • CWE-502: Deserialization of Untrusted Data

Source file

pypi/monai/GHSA-89gg-p5r5-q6r4.yml

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