{"data":{"id":"22c9f3d8-4a7f-4c44-8119-a02a8e7d127e","title":"Managing open-weight model risk in enterprise deployments","summary":"Microsoft and NVIDIA published Risk Management for Open-Weight Models in Enterprise, the first in a planned series of joint resources for enterprises deploying open-weight models. The paper introduces a shared risk taxonomy with five categories (Cybersecurity, Data Protection, Content, Human-AI Interaction, and Bias) and maps evaluations to selected risks, grounded in ISO standards and the NIST AI Risk Management Framework.","solution":"N/A -- no mitigation discussed in source.","labels":["industry","policy"],"sourceUrl":"https://www.microsoft.com/en-us/security/blog/2026/10/16/managing-open-weight-model-risk-in-enterprise-deployments/","publishedAt":"2026-10-16T16:00:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"news","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":["Microsoft","NVIDIA"],"affectedVendorsRaw":["Microsoft Foundry","NVIDIA"],"classifierModel":"claude-haiku-5-5","classifierPromptVersion":"v4","summaryPromptVersion":"v2","headline":null,"headlinePromptVersion":null,"cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"epssCheckedAt":null,"kevDateAdded":null,"advisoryAliases":null,"affectedPackagesSource":null,"affectedPackagesCheckedAt":null,"patchAvailable":null,"disclosureDate":"2026-10-16T16:00:00.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.85,"researchCategory":null,"atlasIds":null}}