{"id":"W4402969916","doi":"","title":"[Short Paper] Privacy-Preserving Distributed Spectral Centrality Measures based on Fully Homomorphic Encryption","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Homomorphic encryption; Computer science; Centrality; Encryption; Information privacy; Computer security; Mathematics","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":[0.001329207,0.0005474192,0.001237905,0.0007130634,0.0007980775,0.002010329,0.001611068,0.001058753,0.004174066],"category_scores_gemma":[0.007512267,0.0003372882,0.000636365,0.001191436,0.001640227,0.004144331,0.002174456,0.002059894,0.001195032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009358253,"about_ca_system_score_gemma":0.001014813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003493355,"about_ca_topic_score_gemma":0.0003716358,"domain_scores_codex":[0.9981439,0.0005286942,0.00008006798,0.0004573059,0.0005977565,0.0001922677],"domain_scores_gemma":[0.9943085,0.002458727,0.0004661454,0.00163648,0.0007956071,0.0003345301],"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":[0.0005624474,0.0002044823,0.0005546613,0.0002107607,0.00009157731,0.0001740858,0.0002304885,0.06503634,0.01802105,0.7892442,0.01309668,0.1125734],"study_design_scores_gemma":[0.00008179584,0.0001844171,0.0004479702,0.00002830095,0.00003530158,0.0003203196,0.00006028797,0.4735396,0.01107852,0.5073727,0.006793153,0.00005762091],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03796354,0.0003477272,0.9528177,0.001057361,0.000324649,0.0001105779,0.0002696607,0.0005793531,0.006529343],"genre_scores_gemma":[0.8525913,0.0004855206,0.136243,0.0006124607,0.0004793102,0.0001489939,0.0003893692,0.0002068601,0.008843299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004174066,"threshold_uncertainty_score":0.01396358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385834742396337,"score_gpt":0.238608414258014,"score_spread":0.2147500668340507,"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."}}