{"id":"W4408209352","doi":"10.1007/978-3-031-84460-7_48","title":"Strategic Defense Mechanisms for Mitigating Cybersecurity Threats in Distributed Smart Home IoT Networks","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Computer security; Internet of Things; Internet privacy; Business; Computer science","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":[0.0005764774,0.0005109393,0.0003038302,0.0004356071,0.0003794191,0.001424054,0.0008808962,0.0007091776,0.003178624],"category_scores_gemma":[0.0009202969,0.0001779094,0.0002764103,0.0003536804,0.0007892355,0.001650765,0.0009261355,0.00111289,0.0004093196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006106511,"about_ca_system_score_gemma":0.0006464278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003300759,"about_ca_topic_score_gemma":0.0005394141,"domain_scores_codex":[0.999768,0.00005238751,0.00001010875,0.00002705614,0.00009318451,0.00004928932],"domain_scores_gemma":[0.9995895,0.000189675,0.00005933757,0.00005887591,0.00007677387,0.00002587499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006732191,0.00009110834,0.0003815044,0.0002269312,0.00003935955,0.0001347012,0.0002408491,0.05617492,0.01717694,0.7773553,0.007824783,0.1402863],"study_design_scores_gemma":[0.00003237573,0.0002711366,0.0005802601,0.0001659189,0.0000605485,0.0004074371,0.000444997,0.3437546,0.01120972,0.5871329,0.05590739,0.00003271459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05062514,0.007237348,0.8185633,0.003094658,0.0007832592,0.0001927655,0.00004963269,0.0006393854,0.1188145],"genre_scores_gemma":[0.8846719,0.004817536,0.07861555,0.0004473456,0.0002796058,0.0001448643,0.00007365552,0.00003885889,0.03091073],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003178624,"threshold_uncertainty_score":0.01063359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183646748820832,"score_gpt":0.229341037191885,"score_spread":0.2109763623098018,"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."}}