{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000555283,0.0001092769,0.0001138717,0.000044066,0.00002875819,0.00007853287,0.00009981691,0.000153872,0.0001307918],"category_scores_gemma":[0.00000613159,0.0001173948,0.00006334314,0.00006328993,0.000006747282,0.0000380885,0.0000555245,0.00009705956,0.00001338126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000531627,"about_ca_system_score_gemma":0.00001180658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001060367,"about_ca_topic_score_gemma":0.00001680993,"domain_scores_codex":[0.9994931,0.000003464035,0.0001651515,0.0001830269,0.0000567836,0.00009851481],"domain_scores_gemma":[0.9995471,0.00001680393,0.00002449325,0.0003208897,0.00006148536,0.00002921925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005419135,0.000174512,0.00007761242,0.001475573,0.0002722311,4.478782e-7,0.0009738383,0.88559,0.01116674,0.05192037,0.01050436,0.03783892],"study_design_scores_gemma":[0.000127749,0.000004748558,0.0003384102,0.00003006857,0.00004809625,4.925813e-7,0.00005802623,0.989345,0.002334349,0.002480015,0.005014167,0.0002189007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01196793,0.0002485824,0.9839727,0.00009822493,0.000328518,0.0004891836,0.00001692053,0.0003810239,0.002496929],"genre_scores_gemma":[0.7835394,0.000295796,0.2117241,0.00002918474,0.0001711072,0.001088537,0.002242937,0.00005704767,0.0008519535],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7722486,"threshold_uncertainty_score":0.4787223,"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."}}