CVE-2026-100846: MONAI unsafe deserialization in algo_from_pickle

CVE-2026-100846 · Severity: high · CVSS 7.6 · Published 2026-09-27

MONAI is a medical imaging AI library used for automated 3D segmentation analysis. The algo_from_pickle function loads algorithm objects from pickle files without validation, allowing an attacker to craft a malicious pickle file that executes arbitrary code when loaded. An application using this function to process untrusted pickle files could be compromised with full system access.

Technologies: Project-MONAI MONAI, monai (PyPI). Vendors: Project-MONAI, PyPI.

Quick answers

Is CVE-2026-100846 exploited in the wild?
No. Junglewise Threat Intelligence has no report of CVE-2026-100846 being exploited in the wild.
How severe is CVE-2026-100846?
High severity, with a CVSS score of 7.6, published 27 September 2026.
Which products and versions are affected?
Project-MONAI MONAI before 1.5.2; monai (PyPI) ECOSYSTEM:introduced=0,fixed=1.5.2.
Is there a fix for CVE-2026-100846?
Yes. monai (PyPI): upgrade to 1.5.2 or later. Junglewise finds every place you run it, drafts the upgrade and applies it once you approve.
How is CVE-2026-100846 attacked?
It is attacked over the network, in a software library.
Am I affected by CVE-2026-100846?
Check whether you run Project-MONAI MONAI or monai (PyPI) at an affected version. Junglewise does that check for you around the clock: connect your code, cloud and domains, and it matches new vulnerabilities like this one against what you actually run and tells you when one reaches you.

How to fix

  • monai (PyPI): upgrade to 1.5.2 or later
    pip install "monai>=1.5.2"

Technical details

The algo_from_pickle function in monai/auto3dseg/utils.py deserializes pickle data via pickle.loads() without validating input, enabling arbitrary code execution through __reduce__ gadgets. An attacker must supply a malicious .pkl file and the application must invoke algo_from_pickle on it; the exploit runs in the application's security context. A fix is available in MONAI 1.5.2.

Affected products

  • Project-MONAI MONAI before 1.5.2

Identifiers

  • CVE-2026-100846
  • GHSA-89gg-p5r5-q6r4
  • PYSEC-2026-4021

Timeline

  • 2026-09-27: disclosed
  • 2026-04-03: patched: Version 1.5.2 released

References

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