{"data":{"id":"b11fd4c7-f6c6-4387-915a-a798ee89dbc5","title":"AGentVLM: Access control policy generation and verification framework with language models","summary":"AGentVLM is an access control policy generation and verification framework built on small, open-source language models, designed for on-premise deployment to preserve data confidentiality. The authors report an average F1 score of 90.6 % for identifying natural language access control policies from high-level requirements and a policy generation F1 score of 80.6 %. The framework also extracts complex elements such as purposes and conditions and provides feedback to help administrators refine policies before deployment.","solution":"N/A -- no mitigation discussed in source.","labels":["research","security"],"sourceUrl":"https://www.sciencedirect.com/science/article/pii/S2214212626000098?dgcid=rss_sd_all","publishedAt":"2026-03-16T20:12:19.560Z","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":true,"classifierConfidence":0.8,"researchCategory":"peer_reviewed","atlasIds":null}}