{"data":{"id":"abf7b2e7-a957-4e2f-8480-792fa0af2229","title":"From the “Real Me” to the “Statistical Me”: Why Privacy Protection Must Now Govern Data, Representation, and Action","summary":"This article argues that privacy protection should shift from safeguarding the \"real me\" as the holder of personal data to safeguarding the \"statistical me\": the inferred, model-generated version of a person that AI systems construct, remember, and act upon. The author frames privacy as needing to govern data, representation, and action.","solution":"N/A -- no mitigation discussed in source.","labels":["privacy","policy"],"sourceUrl":"http://ieeexplore.ieee.org/document/11612980","publishedAt":"2026-07-16T13:16:27.000Z","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":"2026-07-16T13:16:27.000Z","fixReleasedAt":null,"daysToFix":null,"fixCheckedAt":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["confidentiality"],"aiComponentTargeted":null,"llmSpecific":false,"classifierConfidence":0.8,"researchCategory":"peer_reviewed","atlasIds":null}}