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VulnerabilityPublished

CVE-2026-119578: MONAI · Unsafe Reflection

Affects MONAISource CVE Database V5

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Not known to be exploited · CVSS 8.5 High : upgrade to 1.6.1 soon.

Data as of 30 Oct 2026, 14:33 UTC

CVSS 4.0 base score
8.5High
How severe the flaw is on the 0–10 CVSS scale.

Thin evidence

One scorer or none
CVSS scores by source
CNA (VulnCheck)CVSS 4.08.5
CNA (VulnCheck)CVSS 3.17.8
Patch
Available – fixed in 1.6.1
CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N

Exploitation evidence

  1. Disclosed: evidence found.

    CVE published 30 Oct 2026

  2. Detectable: no evidence on record.

    No public nuclei template indexed

  3. Weaponized: no evidence on record.

    No public exploit code indexed in Metasploit or Exploit-DB

  4. Exploited in the wild: no evidence on record.

    Not in CISA KEV and no source reports exploitation

  5. Observed by OffSeq Mirage: no evidence on record.

    No attack traffic recorded by OffSeq Mirage sensors

A missing step is not evidence of safety. Sources: cve.org (opens in a new tab), the Metasploit, Exploit-DB and nuclei-templates index as of 30 Oct 2026.

What to do

Upgrade MONAI to 1.6.1.

Affected software

ProductAffectedFixed in
Project-MONAIMONAIAffected
  • >=1.6.0 <1.6.1
Fixed in
  • 1.6.1
PyPIMONAIpkg:pypi/MONAIOther threatsAffected
  • >=1.6.0 <1.6.1
Fixed in
  • 1.6.1

Check your own hosts for these packages with threat-finder (opens in a new tab), our free open-source scanner.

Description

MONAI from 1.6.0 before 1.6.1 contains a remote code execution vulnerability in Auto3DSeg algo_from_json() that allows attackers to run Python code via a crafted work directory's algo_object.json. Attackers can ship a malicious algorithm_templates module plus a _target_ name that is imported and instantiated when victims call AutoRunner or import_bundle_algo_history, executing code under default configuration.

References

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