{"id":"W3195805732","doi":"10.1109/wisee50203.2021.9613831","title":"Group Authentication for Drone Swarms","year":2021,"lang":"en","type":"preprint","venue":"","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Polytechnique Montréal","funders":"","keywords":"Drone; Swarm behaviour; Authentication (law); Computer science; Computer security; Unification; Ping (video games); Artificial intelligence","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":[0.0008780524,0.0005958996,0.0006279285,0.0006362812,0.000800804,0.0008465371,0.0008298181,0.0007535216,0.003710171],"category_scores_gemma":[0.003694804,0.000183935,0.00046679,0.0004365595,0.0006441609,0.001634967,0.001658236,0.0006757688,0.001165061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005801072,"about_ca_system_score_gemma":0.0005473898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380112,"about_ca_topic_score_gemma":0.000996087,"domain_scores_codex":[0.9988148,0.0003775747,0.00008206761,0.0002354673,0.0003379799,0.0001520903],"domain_scores_gemma":[0.9978052,0.0006062978,0.0003127016,0.0007493278,0.0004070809,0.0001193942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002275684,0.0002220994,0.003536439,0.0004184683,0.000119162,0.0007234587,0.001290765,0.1689819,0.08272543,0.07151984,0.006492794,0.661694],"study_design_scores_gemma":[0.00006256234,0.0004032206,0.00102967,0.00003040424,0.00003651976,0.0004443445,0.0002341721,0.9526945,0.02283037,0.01117079,0.01102982,0.00003370244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05644472,0.0004834527,0.9370185,0.0002080034,0.0002152549,0.0001820036,0.00005126266,0.001348605,0.004048241],"genre_scores_gemma":[0.8809695,0.0002064274,0.113164,0.00006537374,0.00006341463,0.00007918647,0.000108013,0.00004034491,0.005303833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003710171,"threshold_uncertainty_score":0.01241177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049573462548035,"score_gpt":0.2189648751445782,"score_spread":0.2084691405190979,"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."}}