{"id":"W4385362279","doi":"10.1109/cits58301.2023.10188799","title":"A Study on the Efficiency of Intrusion Detection Systems in IoT Networks","year":2023,"lang":"en","type":"article","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Intrusion detection system; Computer science; Internet of Things; Software deployment; Computer security; Computer network","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":[0.008449242,0.00118592,0.001419311,0.003087657,0.001031298,0.003803415,0.001997041,0.001790559,0.002080407],"category_scores_gemma":[0.06241716,0.0006512238,0.001008453,0.003062754,0.001750878,0.008860452,0.001156646,0.001564608,0.0007552663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003324619,"about_ca_system_score_gemma":0.001349759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125488,"about_ca_topic_score_gemma":0.0006302128,"domain_scores_codex":[0.9897899,0.003847213,0.000784978,0.001343104,0.003402367,0.0008322986],"domain_scores_gemma":[0.9151707,0.06576136,0.004210555,0.007424977,0.006892473,0.0005399158],"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":[0.000626085,0.0004580824,0.02919183,0.001071018,0.000538791,0.0003174147,0.0005965101,0.4858442,0.01461793,0.181852,0.005064708,0.2798215],"study_design_scores_gemma":[0.00004159831,0.000518912,0.008055588,0.0002199292,0.0001964119,0.0009655036,0.0003069258,0.9215481,0.01330268,0.04438429,0.01040769,0.00005225918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3375672,0.03244952,0.5677825,0.00418683,0.0004592592,0.0004829764,0.0004311869,0.000994761,0.05564593],"genre_scores_gemma":[0.9440603,0.005955291,0.04563725,0.0002913036,0.0002633283,0.0001783336,0.0002659764,0.000177661,0.003170582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008449242,"threshold_uncertainty_score":0.04468441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290925438554485,"score_gpt":0.2456349761959925,"score_spread":0.2227257218104476,"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."}}