{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006135334,0.0001874144,0.0002238128,0.0006535198,0.0004019788,0.0001112618,0.0004890885,0.000538907,0.000004043262],"category_scores_gemma":[0.00002982538,0.0001944726,0.0001156777,0.002135856,0.00005883307,0.0002800729,0.000005120109,0.0009278895,0.00004875608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133561,"about_ca_system_score_gemma":0.000130212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002519634,"about_ca_topic_score_gemma":0.00004034342,"domain_scores_codex":[0.9985948,0.00005387147,0.0005408788,0.0002159576,0.0002150405,0.0003795172],"domain_scores_gemma":[0.9989914,0.0002374955,0.0001559886,0.0004562417,0.00008666392,0.0000722105],"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":[0.00008004002,0.0003335758,0.00001135733,0.00006390511,0.00004010882,0.000001312111,0.00213402,0.841903,0.0001817022,0.002605212,0.001430447,0.1512153],"study_design_scores_gemma":[0.001534805,0.0002452992,0.000003760406,0.00001651989,0.00001099132,0.000004651156,0.0003796254,0.9687601,0.02353294,0.0005127823,0.004788779,0.0002097377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02705513,0.000002277101,0.9701737,0.0003922796,0.0005269509,0.0008674851,0.00001697126,0.000727365,0.0002378095],"genre_scores_gemma":[0.9863572,0.000006546752,0.01257096,0.0001137673,0.00007070015,0.000719206,0.0000155797,0.000014853,0.0001312625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.959302,"threshold_uncertainty_score":0.7930363,"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."}}