# Project-MONAI vulnerabilities Source: https://junglewise.ai/threats/vendors/project-monai Publisher: Junglewise Threat Intelligence, https://junglewise.ai/threats Updated: 12 November 2026, 03:07 UTC. Rebuilt every hour. Data: https://junglewise.ai/threats/vendors/project-monai.json License: CC BY 4.0 with a link back Junglewise Threat Intelligence has tracked 19 vulnerabilities in Project-MONAI: 0 in the last 7 days and 15 in the last 90 days, 0 of them critical and 0 exploited in the wild. The most recent, CVE-2026-119578, was published on 30 October 2026. 5 vulnerabilities in the last four weeks, down 29% on the four before (7). 1 technology has a page of its own. ## Counts - Last 7 days: 0 - Last 30 days: 3 - Last 90 days: 15 - All time: 19 (0 critical, 0 exploited in the wild) ## About Project-MONAI Project MONAI is an open-source framework for medical image analysis and deep learning. ## Latest Project-MONAI vulnerabilities - [CVE-2026-119578: MONAI Auto3DSeg remote code execution via algo_from_json](https://junglewise.ai/threats/cve-2026-119578-monai-from-1-6-0-before-1-6-1-contains-a-remote-code-execution) (high, CVSS 7.8, published 30 Oct 2026) - [CVE-2026-118684: MONAI check_hash insufficient integrity verification](https://junglewise.ai/threats/cve-2026-118684-monai-before-1-6-1-contains-an-insufficient-integrity) (medium, CVSS 5.9, published 28 Oct 2026) - [CVE-2026-118683: MONAI ConfigWorkflow remote code execution in logging.conf](https://junglewise.ai/threats/cve-2026-118683-monai-from-1-2-0-before-1-6-1-contains-a-remote-code-execution) (high, CVSS 8.8, published 28 Oct 2026) - [CVE-2026-109361: MONAI nnUNetV2Runner insecure deserialization in postprocessing](https://junglewise.ai/threats/cve-2026-109361-monai-1-2-0-before-1-6-1-contains-an-insecure-deserialization) (high, CVSS 7.3, published 12 Oct 2026) - [CVE-2026-109360: MONAI remote code execution in SENet pretrained weight loading](https://junglewise.ai/threats/cve-2026-109360-monai-0-4-0-before-1-6-1-contains-a-remote-code-execution) (high, CVSS 7.5, published 12 Oct 2026) - [CVE-2026-100846: MONAI unsafe deserialization in algo_from_pickle](https://junglewise.ai/threats/cve-2026-100846-monai-before-1-5-2-contains-a-deserialization-of-untrusted-data) (high, CVSS 7.6, published 27 Sep 2026) - [CVE-2026-100845: MONAI unsafe deserialization in NumpyReader](https://junglewise.ai/threats/cve-2026-100845-monai-before-1-6-0-contains-an-unsafe-deserialization) (high, CVSS 7.8, published 27 Sep 2026) - [CVE-2026-100844: MONAI OS command injection in nnUNetV2Runner](https://junglewise.ai/threats/cve-2026-100844-monai-before-1-6-0-is-vulnerable-to-os-command-injection-in-the) (high, CVSS 8.4, published 27 Sep 2026) - [CVE-2026-100843: MONAI remote code execution in algo_from_pickle](https://junglewise.ai/threats/cve-2026-100843-monai-versions-before-1-6-0-contain-a-remote-code-execution) (high, CVSS 7.8, published 27 Sep 2026) - [CVE-2026-100842: MONAI eval injection in _get_fake_spatial_shape](https://junglewise.ai/threats/cve-2026-100842-monai-through-1-6-0-contains-an-eval-injection-vulnerability-in) (high, CVSS 7, published 27 Sep 2026) - [CVE-2026-100841: Project-MONAI MONAI pickle deserialization in cache](https://junglewise.ai/threats/cve-2026-100841-in-monai-1-6-0-persistentdataset-monai-data-dataset-py) (high, CVSS 7.8, published 27 Sep 2026) - [CVE-2026-100840: MONAI remote code execution in bundle configuration engine](https://junglewise.ai/threats/cve-2026-100840-monai-through-1-6-0-contains-a-remote-code-execution) (high, CVSS 7.8, published 27 Sep 2026) - [MONAI NumpyReader unsafe deserialization in image loading](https://junglewise.ai/threats/monai-numpyreader-unsafe-deserialization-in-image-loading-44691ae5) (high, CVSS 7.8, published 18 Aug 2026) - [MONAI OS command injection in nnUNetV2Runner](https://junglewise.ai/threats/monai-os-command-injection-in-nnunetv2runner-d81ab123) (high, CVSS 8.6, published 18 Aug 2026) - [MONAI algo_from_pickle RCE via pickle deserialization](https://junglewise.ai/threats/monai-algo-from-pickle-rce-via-pickle-deserialization-6f8e0260) (high, CVSS 7.8, published 18 Aug 2026) - [Project-MONAI MONAI insecure deserialization in algo_from_pickle](https://junglewise.ai/threats/project-monai-monai-insecure-deserialization-in-algo-from-pickle-be730793) (high, CVSS 7.6, published 7 Apr 2026) - [CVE-2025-58757: Project-MONAI MONAI unsafe pickle deserialization in pickle_operations](https://junglewise.ai/threats/cve-2025-58757-project-monai-monai-unsafe-pickle-deserialization-in-pickle) (high, CVSS 8.8, published 9 Sep 2025) - [CVE-2025-58756: Project-MONAI MONAI insecure deserialization in CheckpointLoader](https://junglewise.ai/threats/cve-2025-58756-project-monai-monai-insecure-deserialization-in-checkpointloader) (high, CVSS 8.8, published 9 Sep 2025) - [CVE-2025-58755: Project-MONAI MONAI path traversal in ZIP extraction](https://junglewise.ai/threats/cve-2025-58755-project-monai-monai-path-traversal-in-zip-extraction) (high, CVSS 8.8, published 9 Sep 2025) ## Most severe Project-MONAI vulnerabilities - [CVE-2025-58756: Project-MONAI MONAI insecure deserialization in CheckpointLoader](https://junglewise.ai/threats/cve-2025-58756-project-monai-monai-insecure-deserialization-in-checkpointloader) (high, CVSS 8.8, published 9 Sep 2025) - [CVE-2025-58757: Project-MONAI MONAI unsafe pickle deserialization in pickle_operations](https://junglewise.ai/threats/cve-2025-58757-project-monai-monai-unsafe-pickle-deserialization-in-pickle) (high, CVSS 8.8, published 9 Sep 2025) - [CVE-2025-58755: Project-MONAI MONAI path traversal in ZIP extraction](https://junglewise.ai/threats/cve-2025-58755-project-monai-monai-path-traversal-in-zip-extraction) (high, CVSS 8.8, published 9 Sep 2025) - [CVE-2026-118683: MONAI ConfigWorkflow remote code execution in logging.conf](https://junglewise.ai/threats/cve-2026-118683-monai-from-1-2-0-before-1-6-1-contains-a-remote-code-execution) (high, CVSS 8.8, published 28 Oct 2026) - [MONAI OS command injection in nnUNetV2Runner](https://junglewise.ai/threats/monai-os-command-injection-in-nnunetv2runner-d81ab123) (high, CVSS 8.6, published 18 Aug 2026) - [CVE-2026-100844: MONAI OS command injection in nnUNetV2Runner](https://junglewise.ai/threats/cve-2026-100844-monai-before-1-6-0-is-vulnerable-to-os-command-injection-in-the) (high, CVSS 8.4, published 27 Sep 2026) - [CVE-2026-100840: MONAI remote code execution in bundle configuration engine](https://junglewise.ai/threats/cve-2026-100840-monai-through-1-6-0-contains-a-remote-code-execution) (high, CVSS 7.8, published 27 Sep 2026) - [CVE-2026-100843: MONAI remote code execution in algo_from_pickle](https://junglewise.ai/threats/cve-2026-100843-monai-versions-before-1-6-0-contain-a-remote-code-execution) (high, CVSS 7.8, published 27 Sep 2026) - [CVE-2026-100845: MONAI unsafe deserialization in NumpyReader](https://junglewise.ai/threats/cve-2026-100845-monai-before-1-6-0-contains-an-unsafe-deserialization) (high, CVSS 7.8, published 27 Sep 2026) - [CVE-2026-100841: Project-MONAI MONAI pickle deserialization in cache](https://junglewise.ai/threats/cve-2026-100841-in-monai-1-6-0-persistentdataset-monai-data-dataset-py) (high, CVSS 7.8, published 27 Sep 2026) ## Vulnerabilities per week 5 vulnerabilities in the last four weeks, down 29% on the four before (7). | Week of | Vulns | Critical | Exploited | | --- | --- | --- | --- | | 17 Aug 2026 | 3 | 0 | 0 | | 24 Aug 2026 | 0 | 0 | 0 | | 31 Aug 2026 | 0 | 0 | 0 | | 7 Sep 2026 | 0 | 0 | 0 | | 14 Sep 2026 | 0 | 0 | 0 | | 21 Sep 2026 | 7 | 0 | 0 | | 28 Sep 2026 | 0 | 0 | 0 | | 5 Oct 2026 | 0 | 0 | 0 | | 12 Oct 2026 | 2 | 0 | 0 | | 19 Oct 2026 | 0 | 0 | 0 | | 26 Oct 2026 | 3 | 0 | 0 | | 2 Nov 2026 | 0 | 0 | 0 | | 9 Nov 2026 | 0 | 0 | 0 | ## Project-MONAI technologies - [Project-MONAI MONAI](https://junglewise.ai/threats/technologies/project-monai-monai): 15 vulnerabilities ## Sources NVD, GitHub Security Advisories, OSV, the CISA Known Exploited Vulnerabilities catalog, FIRST EPSS and vendor advisories. Rebuilt every hour. Cite as: Junglewise Threat Intelligence, "Project-MONAI vulnerabilities", https://junglewise.ai/threats/vendors/project-monai, 12 November 2026.