{"id":"W4315646484","doi":"10.18280/isi.270620","title":"Implementation of Blockchain with Machine Learning Intrusion Detection System for Defending IoT Botnet and Cloud Networks","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Internet of Things and AI","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blockchain; Botnet; Cloud computing; Internet of Things; Computer security; Computer science; Intrusion detection system; Intrusion; World Wide Web; The Internet; Operating system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007223604,0.0001112631,0.0001463982,0.0002012001,0.0005782106,0.0001568912,0.0001884635,0.00003220292,0.00000508744],"category_scores_gemma":[0.00001876742,0.0001042628,0.00003497689,0.0002553437,0.0000242554,0.0005842068,0.0002054125,0.0001356274,4.454668e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473484,"about_ca_system_score_gemma":0.00002481385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002824981,"about_ca_topic_score_gemma":0.00003664938,"domain_scores_codex":[0.9989997,0.00007276665,0.0003994131,0.0001216277,0.0002186032,0.0001879309],"domain_scores_gemma":[0.9991971,0.00005219395,0.0004986263,0.0001112554,0.0001070195,0.00003379364],"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":[0.0003495953,0.00002768827,0.006950199,0.001300211,0.0001236754,0.000003001892,0.03246576,0.2792152,0.002187405,0.03721177,0.000115514,0.6400499],"study_design_scores_gemma":[0.0006728095,0.0007209148,0.0004704561,0.0000820872,0.00001468762,0.0001081271,0.004745126,0.986971,0.004705453,0.0001878898,0.001170939,0.0001505525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.389602,0.00004865018,0.6095378,0.00001698451,0.0003428746,0.0002781248,0.000005904139,0.00008674508,0.00008093385],"genre_scores_gemma":[0.9935846,0.000002610174,0.006180307,0.00003595907,0.00005893248,0.00009123396,0.00002871894,0.000007586539,0.00001003788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7077557,"threshold_uncertainty_score":0.4447187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006899223949359176,"score_gpt":0.2139998256865275,"score_spread":0.2071006017371683,"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."}}