{"data":{"id":"633ce0ef-da0b-422f-9abe-a1b1a6917982","title":"Generative Artificial Intelligence: Ethical Challenges and Trust Mechanisms","summary":"This research examines the ethical challenges of generative artificial intelligence, including data privacy, bias risks, transparency, and accountability. It proposes a trust framework built on transparency, fairness, accountability, and privacy, aimed at supporting responsible applications in economic and social contexts.","solution":"N/A -- no mitigation discussed in source.","labels":["research","policy"],"sourceUrl":"http://ieeexplore.ieee.org/document/11311388","publishedAt":"2025-12-22T13:19:13.000Z","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":0.85,"researchCategory":"peer_reviewed","atlasIds":null}}