{"id":"W4388496734","doi":"10.18280/ria.370504","title":"A Novel CNN Model with Dimensionality Reduction for WSN Intrusion Detection","year":2023,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dimensionality reduction; Intrusion detection system; Reduction (mathematics); Computer science; Intrusion; Artificial intelligence; Pattern recognition (psychology); Mathematics; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003536766,0.001169388,0.0007168616,0.0005746262,0.0002582835,0.0006979483,0.001437013,0.0007481791,0.001714527],"category_scores_gemma":[0.001022938,0.0004289743,0.001008849,0.0006111294,0.0002992666,0.001057745,0.0007275035,0.001240042,0.0006564401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013516,"about_ca_system_score_gemma":0.001078828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396322,"about_ca_topic_score_gemma":0.01331173,"domain_scores_codex":[0.9997895,0.00002295131,0.00001236893,0.00007388052,0.00005756274,0.00004364687],"domain_scores_gemma":[0.9998049,0.00004296364,0.00002736303,0.00002699278,0.00008511946,0.00001267802],"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":[0.0001687172,0.0001260583,0.004000648,0.0001741236,0.000203904,0.0002269411,0.00006087724,0.659815,0.01494009,0.007929318,0.01081712,0.3015371],"study_design_scores_gemma":[0.000002438032,0.00001286316,0.0001971094,0.000004576003,0.00001132141,0.00002258492,0.000002145609,0.9972562,0.00106677,0.0007570603,0.0006627653,0.000004213008],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06068256,0.002358111,0.9253916,0.0009241968,0.0004137306,0.000112452,0.001017215,0.003114494,0.005985629],"genre_scores_gemma":[0.7975112,0.001830699,0.1812442,0.0006771911,0.0001935978,0.0002834296,0.003006959,0.000201605,0.01505112],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01396322,"threshold_uncertainty_score":0.0277639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446328140966051,"score_gpt":0.2465992211145402,"score_spread":0.2021359397048797,"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."}}