{"id":"W4386212571","doi":"10.1109/siu59756.2023.10223951","title":"Finding Islands on Encrypted Graphs","year":2023,"lang":"en","type":"article","venue":"","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Homomorphic encryption; Cloud computing; Encryption; Computation; Overhead (engineering); Graph; Computer security; Distributed computing; Information privacy; Theoretical computer science; Computer network; Algorithm; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001965884,0.00007684463,0.0000706089,0.0002980556,0.0001234638,0.0001076369,0.0005472607,0.0000358852,0.00007220518],"category_scores_gemma":[0.00002095379,0.00006286363,0.00006455281,0.001660547,0.00001763421,0.0002491149,0.0001682502,0.00008559403,0.0005561964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004096406,"about_ca_system_score_gemma":0.00001025582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001187409,"about_ca_topic_score_gemma":0.000008455466,"domain_scores_codex":[0.9992114,0.00002108227,0.00009300339,0.0002621709,0.00018785,0.0002244785],"domain_scores_gemma":[0.9993526,0.0001017829,0.00001930288,0.0004514508,0.00001461792,0.00006029196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001990348,0.0000181005,0.001291521,0.000002617114,0.00000548069,0.00001453371,0.0003202513,0.000003647677,0.0001641259,0.9678953,0.02406112,0.006221284],"study_design_scores_gemma":[0.001196331,0.0004210165,0.1068621,0.00005136982,0.000007963852,0.00001569083,0.0002486582,0.05195028,0.007241214,0.7533959,0.0777493,0.000860145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3075527,0.00003606822,0.4920671,0.002133399,0.001628298,0.0002660514,0.00003697724,0.004215385,0.192064],"genre_scores_gemma":[0.9934003,0.00002614396,0.005902825,0.0005194797,0.00002732868,0.000006741027,0.00002160372,0.00000385795,0.00009174829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6858476,"threshold_uncertainty_score":0.7148965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691616466073273,"score_gpt":0.2671650265725902,"score_spread":0.2402488619118574,"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."}}