{"id":"W7139263094","doi":"","title":"Modelos de clasificación de ataques de reflexión DDoS usando técnicas de machine learning","year":2020,"lang":"es","type":"other","venue":"Repositorio UTB","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Denial-of-service attack; Sql server; Server; The Internet","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004086963,0.00138158,0.0012276,0.002545262,0.0009016503,0.00485435,0.002656787,0.001895789,0.008379352],"category_scores_gemma":[0.01823083,0.0009976332,0.002313645,0.002034602,0.00166969,0.005588054,0.001685432,0.002993822,0.002422835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125663,"about_ca_system_score_gemma":0.003634325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02008449,"about_ca_topic_score_gemma":0.01281762,"domain_scores_codex":[0.9966558,0.0006603217,0.0003157888,0.0009938845,0.001078173,0.0002959421],"domain_scores_gemma":[0.9883818,0.006190983,0.0009761761,0.001468867,0.002733715,0.0002484322],"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":[0.0004457122,0.0002477028,0.01064414,0.0004201125,0.0002114736,0.0002397114,0.0006285164,0.7966183,0.003871969,0.06252474,0.003607987,0.1205397],"study_design_scores_gemma":[0.00001686922,0.00003641202,0.0008778537,0.00003820069,0.00003795535,0.00005206022,0.00006940789,0.9695477,0.001444784,0.02475239,0.003102632,0.00002371012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03821419,0.000714042,0.9472888,0.0009844481,0.0001801501,0.0002986941,0.001157548,0.003199257,0.007962883],"genre_scores_gemma":[0.7014337,0.001495631,0.2735545,0.0003962663,0.0001449863,0.0009298721,0.002216994,0.0006089153,0.01921907],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02008449,"threshold_uncertainty_score":0.03993517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445496209308385,"score_gpt":0.3010354591696207,"score_spread":0.2765804970765368,"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."}}