CVE-2026-109360

HIGH 7.5

MONAI 0.4.0 before 1.6.1 RCE via SENet Pretrained Weights Over Plaintext HTTP

CVSS Score

7.5

EPSS Score

0.0%

EPSS Percentile

0th

MONAI 0.4.0 before 1.6.1 contains a remote code execution vulnerability that allows on-path attackers to execute code by tampering with SENet pretrained weights fetched over plaintext HTTP. Attackers can substitute a crafted .pth file that load_state_dict_from_url unpickles without weights_only=True, executing code when SEResNet50 or other SENet models are constructed with pretrained=True.

CWE	CWE-502
Vendor	project-monai
Product	monai
Published	Oct 12, 2026

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CVSS v3 Breakdown

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

Attack Vector

Network

Attack Complexity

High

Privileges Required

None

User Interaction

Required

Scope

Unchanged

Confidentiality

High

Integrity

High

Availability

High

Affected Versions

Project-MONAI / MONAI

0.4.0 < 1.6.1

References

NVD ↗ CVE.org ↗ EPSS Data ↗

github.com: https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-vm9c-7j6g-c7mm vulncheck.com: https://www.vulncheck.com/advisories/monai-0.4.0-before-1.6.1-rce-via-senet-pretrained-weights-over-plaintext-http

Credits

🔍 manus-use