{"data":{"id":"f00398df-72d4-4e70-8f34-fafd20b6a8e8","title":"Forgotten Memories","summary":"This short story examines privacy risks that arise when companies are bought and sold, particularly concerning AI digital twins (AI models that replicate a specific person's behavior and knowledge) and the problems that occur when organizations fail to threat model (identify and plan for potential security risks in) major changes to their systems and technology. The story raises ethical questions about these scenarios.","solution":"N/A -- no mitigation discussed in source.","labels":["privacy","safety"],"sourceUrl":"http://ieeexplore.ieee.org/document/11369824","publishedAt":"2026-01-30T13:17:34.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":[],"issueType":"research","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":"2026-01-30T13:17:34.000Z","capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality","safety"],"aiComponentTargeted":"model","llmSpecific":false,"classifierConfidence":0.65,"researchCategory":"peer_reviewed","atlasIds":null}}