{"id":"W4416919203","doi":"10.2139/ssrn.5735542","title":"Privacy-by-Design in the Cloud: Practical Patterns for PII, Least Privilege, and Immutable Audit Trails","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cloud Data Security Solutions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"General Dynamics (Canada)","funders":"","keywords":"Audit; Cloud computing; Audit trail; Data breach; Encryption; Product (mathematics); Outsourcing; Information privacy; Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02884694,0.0008278469,0.001705203,0.001478316,0.004647613,0.0101307,0.004253692,0.00416718,0.005030285],"category_scores_gemma":[0.08659913,0.001834906,0.002705177,0.002576814,0.01054615,0.02642579,0.01135835,0.01158923,0.001780388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003618928,"about_ca_system_score_gemma":0.007753354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00247869,"about_ca_topic_score_gemma":0.003024758,"domain_scores_codex":[0.9660019,0.01480852,0.003651423,0.004264848,0.007694428,0.003578946],"domain_scores_gemma":[0.8924913,0.03138424,0.004116317,0.06250331,0.007034909,0.002469887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003357138,0.000141222,0.00233309,0.0001547982,0.00002999354,0.0001298546,0.0009371187,0.00714742,0.001346117,0.9338033,0.004850119,0.04879113],"study_design_scores_gemma":[0.00006021304,0.00007231596,0.0001697214,0.00007189457,0.00003275184,0.0002304201,0.0002075582,0.0408219,0.004225124,0.9443771,0.009689246,0.00004182705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01440672,0.0001624894,0.9739977,0.003648171,0.0001442724,0.0003104288,0.0002305123,0.001414141,0.005685647],"genre_scores_gemma":[0.4540362,0.0003180051,0.5367993,0.0009258974,0.0001615011,0.0004903757,0.0003725183,0.0008426722,0.006053522],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02884694,"threshold_uncertainty_score":0.152559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871398024869112,"score_gpt":0.3055744771192069,"score_spread":0.2768604968705158,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}