{"id":"W4317038427","doi":"10.1109/tii.2022.3231424","title":"A Secure Ensemble Learning-Based Fog-Cloud Approach for Cyberattack Detection in IoMT","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Informatics","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Taif University","keywords":"Cloud computing; Computer science; The Internet; Computer security; Decision tree; Computer network; Data mining; World Wide Web; Operating system","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":[0.000645377,0.0008518639,0.001051587,0.0007921034,0.0006454954,0.0007806434,0.001133129,0.0008907448,0.0006068615],"category_scores_gemma":[0.001313231,0.0002764653,0.000825004,0.0007830629,0.000360627,0.001532589,0.001165109,0.0009826182,0.0002281211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006515597,"about_ca_system_score_gemma":0.000824369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00702415,"about_ca_topic_score_gemma":0.008057565,"domain_scores_codex":[0.9995325,0.00005924665,0.00002531343,0.000134872,0.0001245717,0.0001237223],"domain_scores_gemma":[0.9996137,0.00009599227,0.00005269924,0.00006182756,0.0001375162,0.00003829256],"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":[0.0003158216,0.0002718474,0.01116817,0.00007592385,0.0002575248,0.0004585887,0.000129217,0.5594459,0.01100835,0.005339219,0.005688978,0.4058405],"study_design_scores_gemma":[0.000002982361,0.00002367925,0.0004940992,0.000003601543,0.00001606916,0.00004114863,0.00001384036,0.9965006,0.001079385,0.001501824,0.0003181181,0.000004625024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07471489,0.0007322336,0.920473,0.0003330932,0.0001392788,0.00007775182,0.0001440952,0.001164219,0.002221447],"genre_scores_gemma":[0.9076623,0.0003403215,0.0889947,0.0002475798,0.0001083094,0.00005311359,0.0003842307,0.00004610458,0.002163387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00702415,"threshold_uncertainty_score":0.0139665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001232379349254,"score_gpt":0.260837555710203,"score_spread":0.2208252319167104,"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."}}