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MONAI before 1.6.0 Remote Code Execution via algo_from_pickle

Priority HIGH 72CWE-502Published · Updated

Key facts

Attack vector
Local
Privileges required
None
User interaction
Passive
Attack complexity
Low
Attack requirements
None
Impact type
Code execution
Confidentiality · integrity · availability
High · High · High
Fix status
Fixed

Attack profile from CVSS 4.0 · CNA. Fix status from CNA. Impact type from CWE-502.

Summary

MONAI versions before 1.6.0 contain a remote code execution vulnerability in the algo_from_pickle() function due to unsafe pickle.loads() deserialization in monai/auto3dseg/utils.py. Attackers can craft malicious pickle files that execute arbitrary system commands when deserialized by the vulnerable function.

Why it matters now

Exploitation Proof of concept CISA SSVC · not in CISA KEV
EPSS 0.00305 23rd percentileScored 2026-11-07
Public exploit Yes 1 exploit referenceTagged by NVD
Fix Fixed MONAI (Project-MONAI): 1.6.0

SSVC decision points

CISA ADP · SSVC 2.0.3

Exploitation
Poc
Automatable
No
Technical impact
Total

The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.

Affected products

VendorProductAffected versionsFixed inStatusSource
Project-MONAIMONAIbefore 1.6.01.6.0Patch availableCNA
  • MONAI VendorProject-MONAI Affected before 1.6.0 Fixed in 1.6.0 Patch available CNA

CPE configurations NVD · 1

CPEVersionsRoleVendor
cpe:2.3:a:project-monai:monai:*:*:*:*:*:*:*:*before 1.6.0VulnerableProject-MONAI
  • cpe:2.3:a:project-monai:monai:*:*:*:*:*:*:*:* Versions before 1.6.0 Vulnerable ·Project-MONAI

Remediation

  • Fix · CNA MONAI (Project-MONAI) Fixed in 1.6.0

Fixed in the same release

Records fixed by the same vendor advisory or release, as the CNA lists them.

  • Release ·

    Project-MONAI MONAI 1.6.0

    3 records Highest priority Priority HIGH 3 HIGH

    Other records, highest priority first

    • TI-2026-64983 MONAI before 1.6.0 Remote Code Execution via NumpyReaderPriority HIGH 72
    • TI-2026-64982 MONAI before 1.6.0 OS Command Injection via dataset_name_or_idPriority HIGH 72

Timeline

  1. 2026-10-02 Threatist record created from CVE-2026-100843
  2. 2026-10-03 Alias added: GHSA-m8hq-fmc4-c3v2

References

  • TI-2026-64984 MONAI before 1.5.2 Remote Code Execution via Pickle Deserialization CVSS 4.0HIGH 8.8
  • TI-2026-64983 MONAI before 1.6.0 Remote Code Execution via NumpyReader CVSS 4.0HIGH 8.5
  • TI-2026-64982 MONAI before 1.6.0 OS Command Injection via dataset_name_or_id CVSS 4.0HIGH 8.6
  • TI-2026-64978 MONAI through 1.6.0 Remote Code Execution via bundle configuration CVSS 4.0HIGH 8.5
  • TI-2026-64980 MONAI through 1.6.0 _get_fake_spatial_shape eval() Sandbox Bypass via Attribute Chains CVSS 4.0HIGH 7.3
  • TI-2026-17553 MONAI has Path Traversal (Zip Slip) in NGC Private Bundle Download CVSS 3.1MEDIUM 5.3
See all 7 →

Sources