{"id":"W7162186043","doi":"10.65521/ijeecs.v14i2.2104","title":"A Systematic Review of Graph-Partition-Based Attack Mitigation in Dense Mesh Networks: Methods, Architectures, and Future Research Directions","year":2025,"lang":"","type":"article","venue":"International Journal of Electrical Electronics and Computer Systems","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Adversarial system; Scalability; Intersection (aeronautics); Identification (biology); Resilience (materials science); Key (lock); Graph; Network topology; Cryptography; Software","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":[0.002891669,0.00127527,0.002327372,0.005697138,0.0005353134,0.001871037,0.001576028,0.001407844,0.003547],"category_scores_gemma":[0.01308755,0.0007022072,0.002109085,0.005157457,0.0009042986,0.00290375,0.0009878244,0.001243689,0.0008556189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268268,"about_ca_system_score_gemma":0.005730556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911223,"about_ca_topic_score_gemma":0.006322289,"domain_scores_codex":[0.9984091,0.0004906675,0.00036446,0.0002148793,0.000452922,0.00006804143],"domain_scores_gemma":[0.9898322,0.007706155,0.0009881696,0.0003133936,0.001031633,0.0001284278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009802754,0.00007972266,0.0007137234,0.2496596,0.0009888626,0.0001721734,0.0003450133,0.002914353,0.001130943,0.0121299,0.01714841,0.7146192],"study_design_scores_gemma":[0.0000723949,0.0005623618,0.002601332,0.2273896,0.004745906,0.001230851,0.0006317139,0.001923466,0.001538363,0.0157688,0.7434092,0.0001261724],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004816851,0.9945257,0.002975647,0.0004938522,0.0002233093,0.00006804594,0.00008462076,0.0000260253,0.001121153],"genre_scores_gemma":[0.003515004,0.9926528,0.002844686,0.000377744,0.0001249241,0.00007945584,0.0001142628,0.00001170788,0.0002795395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005697138,"threshold_uncertainty_score":0.01529282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600122443286826,"score_gpt":0.3400147491469994,"score_spread":0.3240135247141311,"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."}}