{"id":"W4298865551","doi":"10.21428/594757db.76ee7dbd","title":"DTEXNet: Artificial Intelligence-Based Combination Scheme for DDoS Attacks Detection","year":2022,"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":"University of Ottawa","funders":"","keywords":"Denial-of-service attack; Computer science; Artificial intelligence; Decision tree; Scheme (mathematics); Machine learning; Convolutional neural network; Tree (set theory); Feature (linguistics); Artificial neural network; Application layer DDoS attack; The Internet","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":[0.0009645022,0.0009892263,0.0007469812,0.001697502,0.0004929458,0.0007927393,0.001243734,0.0006370549,0.002351378],"category_scores_gemma":[0.001424376,0.0002578704,0.0004673285,0.0008686793,0.0003615771,0.00203308,0.0009621112,0.0006270019,0.000672169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009972735,"about_ca_system_score_gemma":0.0007475982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00252642,"about_ca_topic_score_gemma":0.003553946,"domain_scores_codex":[0.999246,0.0001114729,0.00007759753,0.0001877822,0.0002878197,0.00008940727],"domain_scores_gemma":[0.9993377,0.000102631,0.00008936399,0.0001242556,0.0002994228,0.0000466409],"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":[0.001067792,0.0004908011,0.01038126,0.0001871006,0.0002855999,0.0004186474,0.0001067478,0.1491053,0.0284024,0.009010603,0.01194987,0.7885938],"study_design_scores_gemma":[0.00003717825,0.0003039311,0.002661428,0.00001746554,0.00007745886,0.0003147654,0.00003199911,0.9631349,0.0227201,0.004280609,0.006386433,0.00003384527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1506732,0.0009408875,0.8268961,0.0004373349,0.0004464742,0.000445042,0.000687002,0.007362049,0.01211193],"genre_scores_gemma":[0.8298843,0.0004228384,0.1571889,0.0002738718,0.00007180679,0.0002413129,0.001519911,0.00009943482,0.0102976],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00252642,"threshold_uncertainty_score":0.007866144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701408828022267,"score_gpt":0.2688491736776939,"score_spread":0.2318350853974712,"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."}}