{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008719512,0.0004117227,0.0004473378,0.0008148743,0.0005881136,0.000582143,0.001036888,0.0005206607,0.004690632],"category_scores_gemma":[0.001412708,0.0002075876,0.000247218,0.0003753314,0.0003301118,0.001272587,0.0007453482,0.0005386167,0.0007959529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555665,"about_ca_system_score_gemma":0.001209327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00296354,"about_ca_topic_score_gemma":0.002422215,"domain_scores_codex":[0.9994584,0.0001096391,0.00003998467,0.0001129781,0.0001747868,0.000104228],"domain_scores_gemma":[0.9992828,0.0001540266,0.00007535316,0.0001691822,0.0002256185,0.00009296341],"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":[0.002255689,0.002002279,0.02669039,0.0003749594,0.0002374985,0.001007198,0.0004943545,0.2127595,0.08194412,0.01403177,0.0117137,0.6464885],"study_design_scores_gemma":[0.00005692787,0.0003023446,0.001337949,0.00001128687,0.00001713888,0.0000974611,0.00002681735,0.9694903,0.02366477,0.001677633,0.003297029,0.0000203674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3581417,0.0003526471,0.5988795,0.0005480351,0.0002333451,0.0009364057,0.0003891401,0.02844432,0.01207481],"genre_scores_gemma":[0.9361442,0.00007356769,0.05948579,0.00007809939,0.0000179644,0.0001501889,0.0002758211,0.0000791843,0.003695339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004690632,"threshold_uncertainty_score":0.0156917,"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."}}