CVE-2026-109361: high-severity vulnerability in Project-MONAI MONAI
MONAI 1.2.0 before 1.6.1 Insecure Deserialization RCE via nnUNetV2Runner postprocessing_file Path
Published · Updated
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21Vexday Risk Score
No sign of exploitation. No public exploitation artifact known so far.
ssvc Trackcvss 7epss 0.2%
MONAI 1.2.0 before 1.6.1 contains an insecure deserialization vulnerability in nnUNetV2Runner that unpickles the postprocessing_file path read from inference_information.json without confining it to the results directory. Attackers who can modify inference_information.json can point it at a malicious pickle elsewhere on the filesystem to execute code when predict_ensemble_postprocessing runs.
CVSS:4.0/AV:L/AC:L/AT:N/PR:L/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
Affected products
Project-MONAI · MONAIRelated CVEs — Project-MONAI MONAI
In the same product, most dangerous first.
CVE-2026-100844HIGHMONAI before 1.6.0 OS Command Injection via dataset_name_or_idEPSS 0.9%CVE-2025-58756HIGHMONAI's unsafe torch usage may lead to arbitrary code executionEPSS 0.8%CVE-2025-58757HIGHMONAI's unsafe use of Pickle deserialization may lead to RCEEPSS 0.6%CVE-2025-58755HIGHMONAI has path traversal issue that may lead to arbitrary file writesEPSS 0.6%CVE-2026-109360HIGHMONAI 0.4.0 before 1.6.1 RCE via SENet Pretrained Weights Over Plaintext HTTPEPSS 0.6%CVE-2026-119578HIGHMONAI 1.6.0 before 1.6.1 Code Execution via Auto3DSeg algo_from_json()EPSS 0.6%
References
https://github.com/Project-MONAI/MONAI/commit/08576205c4de3c214976294d1dec8f7b2e78cdb9https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-8f32-8649-rv87https://www.vulncheck.com/advisories/monai-1.2.0-before-1.6.1-insecure-deserialization-rce-via-nnunetv2runner-postprocessing-file-path