{"id":"W4313827603","doi":"10.21494/iste.op.2023.0911","title":"Repérez le piratage : Systèmes de détection d’intrusion pour réseaux avioniques en utilisant l’apprentissage automatique","year":2023,"lang":"fr","type":"article","venue":"Technologie et innovation","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal; Computer Research Institute of Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Computer science; Philosophy","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":[0.004809784,0.001158296,0.0009174332,0.001230296,0.001095227,0.003497188,0.001383071,0.001767457,0.004685686],"category_scores_gemma":[0.01073851,0.0004958466,0.000587976,0.0005794722,0.001515418,0.003858179,0.001731746,0.002265704,0.002111602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294035,"about_ca_system_score_gemma":0.002028174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007457707,"about_ca_topic_score_gemma":0.003660958,"domain_scores_codex":[0.996132,0.0007760247,0.0003380567,0.0007998913,0.001625782,0.0003282309],"domain_scores_gemma":[0.9934871,0.002506239,0.0005115425,0.001079743,0.002174368,0.0002410985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002546612,0.0006016913,0.04336623,0.00115661,0.0003035447,0.002202508,0.004530293,0.03905199,0.1649011,0.04523193,0.01689997,0.6792075],"study_design_scores_gemma":[0.0002760383,0.002915247,0.01574896,0.0003628469,0.0003324515,0.002914326,0.001488863,0.5816719,0.2792665,0.0119593,0.1028214,0.0002421627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2176143,0.002878864,0.7261261,0.003688794,0.0007687443,0.001082127,0.0004650507,0.0206122,0.02676379],"genre_scores_gemma":[0.8251624,0.0008411354,0.1536024,0.0008531609,0.0001399428,0.0003821287,0.0005205978,0.0003078339,0.01819045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007457707,"threshold_uncertainty_score":0.02543688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895603970060552,"score_gpt":0.3207295736128857,"score_spread":0.2717735339122802,"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."}}