CVE-2026-109360 Details
Description
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.
A remote code execution vulnerability exists in MONAI versions 0.4.0 prior to 1.6.1. This issue allows on-path attackers to execute code by manipulating SENet pretrained weights downloaded over unencrypted HTTP. The vulnerability arises because the `load_state_dict_from_url` function unpickles the weights without applying a safety check, enabling code execution when SENet models are loaded with the pretrained option enabled.
Users are advised to update to MONAI version 1.6.1 or later. Additionally, ensure that SENet pretrained weights are downloaded over HTTPS and that integrity checks are applied.
Metrics
CVSS 4.0 Severity and Vector Strings:
VolerionCVSS 3.x Severity and Vector Strings:
No data available for CVSS Version 2.0 on this CVE.
Volerion
Assessed Oct 12, 2026CISA-ADP
Assessed Oct 13, 2026References to Advisories, Solutions, and Tools
By selecting these links, you will be leaving this site. These are references gathered from the official CVE record and are not endorsed by Volerion.
| URL | Source(s) | Tag(s) |
|---|---|---|
| https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-vm9c-7j6g-c7mm | CISA-ADP | AdvisoryExploitRemedyVendor |
| https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-vm9c-7j6g-c7mm | [email protected] | AdvisoryExploitRemedyVendor |
| https://www.vulncheck.com/advisories/monai-0.4.0-before-1.6.1-rce-via-senet-pretrained-weights-over-plaintext-http | [email protected] | Advisory |
Weakness Enumeration
| CWE-ID | CWE Name | Source |
|---|---|---|
| CWE-502 | Deserialization of Untrusted Data | [email protected] |
Affected Products
| Product | Versions |
|---|---|
| MONAI | <= 1.6.0 (semver) |
CPE
Remediation
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Change History
2 change records found show changes
| Date | Action | Recorded By |
|---|---|---|
| Oct 13, 2026 | CVE Modified | CISA-ADP |
| Oct 12, 2026 | New CVE Received | [email protected] |