{"data":{"id":"5eb7fd01-fe9a-4d76-b086-3064ebab36e4","title":"Toward a Secure Framework for Regulating Artificial Intelligence Systems","summary":"This paper proposes a technical framework for regulating high-risk AI systems, built on a concept called operational qualification and a temporal self-replacement test modeled on human operator certification. It introduces the operational qualification score as a measure of regulatory fitness and presents SFAIR, a tool for automated, recurrent, and secure examination and attestation of that fitness. The authors validate the approach on an open-source high-risk AI system and make SFAIR's source code publicly available.","solution":"N/A -- no mitigation discussed in source.","labels":["policy","research"],"sourceUrl":"http://ieeexplore.ieee.org/document/11185308","publishedAt":"2025-10-01T13:19:21.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedPackageNames":null,"affectedPackageRefs":null,"affectedVendors":[],"affectedVendorsRaw":[],"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":null,"fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":null,"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.9,"researchCategory":"peer_reviewed","atlasIds":null}}