{"id":"CVE-2026-119578","aliases":[],"cve":{"records":[{"id":"CVE-2026-119578","source":"VulnCheck","state":"PUBLISHED","reasons":[],"replacements":[],"disputed":false,"unsupportedWhenAssigned":false,"reserved":"2026-10-30T10:56:15.489Z","published":"2026-10-30T13:18:15.757Z","modified":"2026-10-30T14:04:58.732Z"}],"publishers":[{"name":"VulnCheck","role":"CNA","organizationId":"83251b91-4cc7-4094-a5c7-464a1b83ea10","modified":"2026-10-30T13:18:15.757Z"},{"name":"CISA-ADP","role":"ADP","organizationId":"134c704f-9b21-4f2e-91b3-4a467353bcc0","modified":"2026-10-30T14:04:58.732Z"}],"references":[{"url":"https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-2wx3-8x3w-r8qv","tags":["vendor-advisory"],"source":"VulnCheck"},{"url":"https://www.vulncheck.com/advisories/monai-1.6.0-before-1.6.1-code-execution-via-auto3dseg-algo-from-json","tags":["third-party-advisory"],"source":"VulnCheck"},{"url":"https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-2wx3-8x3w-r8qv","tags":["exploit"],"source":"CISA-ADP"}],"weaknesses":[{"id":"CWE-470","description":"Use of Externally-Controlled Input to Select Classes or Code ('Unsafe Reflection')","source":"VulnCheck"}],"applicability":[{"source":"VulnCheck","statements":[{"nodes":[{"operator":"OR","negate":false,"cpeMatch":[{"vulnerable":true,"criteria":"cpe:2.3:a:project-monai:monai:*:*:*:*:*:*:*:*","versionEndExcluding":"1.6.1","versionStartIncluding":"1.6.0"}]}]}]}],"prioritization":[{"source":"CISA-ADP","type":"SSVC","role":"CISA Coordinator","timestamp":"2026-10-30T14:04:33.924643Z","decisions":[{"name":"Exploitation","value":"poc"},{"name":"Automatable","value":"no"},{"name":"Technical Impact","value":"total"}]}]},"title":"MONAI 1.6.0 before 1.6.1 Code Execution via Auto3DSeg algo_from_json()","titleSource":"VulnCheck","descriptionSource":"VulnCheck","description":"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_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.","score":8.5,"severity":"high","published":"2026-10-30T13:18:15.757Z","modified":"2026-10-30T14:04:58.732Z","withdrawn":false,"knownExploited":false,"affected":[],"products":[{"vendor":"Project-MONAI","name":"MONAI","platforms":[],"versions":[{"version":"1.6.0","status":"affected","lessThan":"1.6.1","versionType":"semver"},{"version":"1.6.1","status":"unaffected","versionType":"semver"}],"defaultStatus":"unaffected","packageURL":"pkg:pypi/monai","packageIdentity":{"ecosystem":"PyPI","name":"monai"},"cpes":[],"source":"VulnCheck","url":"https://www.cve.org/CVERecord?id=CVE-2026-119578"}],"remediation":[],"references":["https://github.com/Project-MONAI/MONAI/security/advisories/GHSA-2wx3-8x3w-r8qv","https://www.vulncheck.com/advisories/monai-1.6.0-before-1.6.1-code-execution-via-auto3dseg-algo-from-json"],"sources":[{"name":"CVE","id":"CVE-2026-119578","modified":"2026-10-30T14:04:58.732Z","url":"https://www.cve.org/CVERecord?id=CVE-2026-119578"}],"assessments":[{"source":"VulnCheck","vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N","score":8.5},{"source":"VulnCheck","vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","score":7.8}],"sourceAffected":[],"observedAt":"2026-10-30T14:53:09.261Z","kev":{"status":"not-listed","checkedAt":"2026-11-07T23:20:33.336Z"},"coverage":[{"source":"NVD","status":"available","checkedAt":"2026-10-30T14:55:37.685Z","attemptedAt":"2026-10-30T14:55:37.685Z"},{"source":"GHSA","status":"no-result","checkedAt":"2026-10-30T14:55:38.069Z","attemptedAt":"2026-10-30T14:55:38.069Z"},{"source":"EUVD","status":"no-result","checkedAt":"2026-10-30T14:55:38.693Z","attemptedAt":"2026-10-30T14:55:38.693Z"},{"source":"EPSS","status":"no-result","checkedAt":"2026-10-30T14:55:37.390Z","attemptedAt":"2026-10-30T14:55:37.390Z"}],"evidence":[{"source":"NVD","id":"CVE-2026-119578","url":"https://nvd.nist.gov/vuln/detail/CVE-2026-119578","modified":"2026-10-30T14:16:47.540","score":8.5,"vector":"CVSS:4.0/AV:L/AC:L/AT:N/PR:N/UI:P/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X","checkedAt":"2026-10-30T14:55:37.685Z"},{"source":"NVD","id":"CVE-2026-119578","url":"https://nvd.nist.gov/vuln/detail/CVE-2026-119578","modified":"2026-10-30T14:16:47.540","score":7.8,"vector":"CVSS:3.1/AV:L/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H","checkedAt":"2026-10-30T14:55:37.685Z"}],"aiSummary":{"text":"MONAI versions 1.6.0 before 1.6.1 contain a vulnerability in Auto3DSeg algo_from_json() that may allow attackers to execute code via a crafted work directory's algo_object.json. Attackers can ship a malicious algorithm_templates module to execute code under default configuration.","model":"@cf/meta/llama-3.3-70b-instruct-fp8-fast","generatedAt":"2026-10-30T14:56:10.379Z","sources":[{"name":"CVE","url":"https://www.cve.org/CVERecord?id=CVE-2026-119578"}]}}