{"id":"CVE-2026-119578","title":"MONAI 1.6.0 before 1.6.1 Code Execution via Auto3DSeg algo_from_json()","summary":"MONAI from 1.6.0 before 1.6.1 contains a remote code execution vulnerability in Auto3DSeg algo_from_json() that allows attackers to run Python code via a crafted work directory's algo_object.json. Attackers can ship a malicious algorithm…","severity":"high","cvss":7.8,"cvssVector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","cvssSource":"cna","cwe":["CWE-470"],"vendor":"Project-MONAI","product":"MONAI","affected":["MONAI >= 1.6.0 < 1.6.1"],"ssvc":{"exploitation":"poc","automatable":"no","technicalImpact":"total","timestamp":"2026-10-30T14:04:33.924643Z"},"exploitAvailable":true,"published":"2026-10-30","updated":"2026-10-30","sourceUpdated":"2026-10-30T14:04:58.732Z","source":"CVEORG","sourceUrl":"https://www.cve.org/CVERecord?id=CVE-2026-119578","references":[{"url":"https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-2wx3-8x3w-r8qv","label":"GitHub Security Advisory (GHSA-2wx3-8x3w-r8qv)"},{"url":"https://www.vulncheck.com/advisories/monai-1.6.0-before-1.6.1-code-execution-via-auto3dseg-algo-from-json","label":"VulnCheck Advisory: MONAI 1.6.0 before 1.6.1 Code Execution via Auto3DSeg algo_from_json()"}],"tags":["cve.org","exploit-available"],"epss":0.00552,"epssPercentile":0.46374,"ingestedAt":"2026-11-05T16:07:30.274Z","slug":"CVE-2026-119578","body":"## Overview\n\nMONAI from 1.6.0 before 1.6.1 contains a remote code execution vulnerability in Auto3DSeg algo_from_json() that allows attackers to run Python code via a crafted work directory's algo_object.json. Attackers can ship a malicious algorithm_templates module plus a _target_ name that is imported and instantiated when victims call AutoRunner or import_bundle_algo_history, executing code under default configuration.\n\n## Affected\n\n- `MONAI >= 1.6.0 < 1.6.1`\n\n## Remediation\n\nRefer to the linked advisories for vendor-supplied fixes and affected version ranges.","depth":"midnight","depthScore":55,"depthScoreParts":{"impact":42.9,"likelihood":0.1,"exploitation":12,"ransomware":0},"changes":[]}