CVE-2026-109360— MONAI 0.4.0 before 1.6.1 RCE via SENet Pretrained Weights Over Plaintext HTTP
Quick assessment
Affected
Project-MONAI MONAI
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.
在 MONAI 0.4.0 至 1.6.1 版本中存在远程代码执行漏洞，允许处于网络路径中间的攻击者通过篡改以明文 HTTP 协议获取的 SENet 预训练权重来执行代码。攻击者可以替换精心构造的 .pth 文件，在调用 且未设置 参数时进行反序列化操作，从而在构建使用 的 SEResNet50 或其他 SENet 模型时执行恶意代码。
Possible ATT&CK Techniques 2 AI
T1059 · Command and Scripting Interpreter T1190 · Exploit Public-Facing ApplicationAffected Version Matrix 2
| Vendor | Product | Version Range | Status |
|---|---|---|---|
| Project-MONAI | MONAI | 0.4.0< 1.6.1 |
affected |
1.6.1 |
unaffected |
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I. Basic Information for CVE-2026-109360
Vulnerability Information
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Vulnerability Title
MONAI 0.4.0 before 1.6.1 RCE via SENet Pretrained Weights Over Plaintext HTTP
Source: CVE Program / CVE List V5
Vulnerability 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.
Source: CVE Program / CVE List V5
CVSS Information
CVSS:3.1/AV:N/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
Source: CVE Program / CVE List V5
Vulnerability Type
可信数据的反序列化
Source: CVE Program / CVE List V5
Affected Products
| Vendor | Product | Affected Versions | CPE | Subscribe |
|---|---|---|---|---|
| Project-MONAI | MONAI | 0.4.0 ~ 1.6.1 | - |
|
II. Public POCs for CVE-2026-109360
| # | POC Description | Source Link | Shenlong Link |
|---|
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Vendor Advisories for CVE-2026-109360 (1)
Other References for CVE-2026-109360 (1)
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