{"id":"W2912217291","doi":"10.1109/desec.2018.8625125","title":"Closed-Loop DDoS Mitigation System in Software Defined Networks","year":2018,"lang":"en","type":"article","venue":"","topic":"Software-Defined Networks and 5G","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Denial-of-service attack; Forwarding plane; Computer science; Software-defined networking; Computer network; Controller (irrigation); OpenFlow; Server; Operating system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003568028,0.0001938594,0.000227845,0.0001360678,0.00014689,0.0001813138,0.0007027255,0.0001645126,0.00003604263],"category_scores_gemma":[0.00006473878,0.0001712372,0.00006827219,0.0009377425,0.00006039697,0.000382952,0.0002243518,0.0001652973,0.0002205096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009985385,"about_ca_system_score_gemma":0.0000590599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001393818,"about_ca_topic_score_gemma":0.0002046862,"domain_scores_codex":[0.9982955,0.00007958569,0.0003717072,0.0005071418,0.0002568646,0.0004892264],"domain_scores_gemma":[0.9987638,0.0002219196,0.00009925223,0.0006589579,0.0001348241,0.0001212375],"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":[0.00006824369,0.0002348602,0.1522788,0.000127866,0.00006580906,0.0001397189,0.001080924,0.009503604,0.00007006911,0.3759719,0.04884772,0.4116105],"study_design_scores_gemma":[0.001148352,0.0002458614,0.04004716,0.0002551797,0.000009699957,0.00003931502,0.0000655182,0.9519635,0.0003288077,0.00235646,0.002959792,0.0005803424],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03304039,0.000214377,0.9614779,0.0002324077,0.001086252,0.0002428016,8.389441e-7,0.0009970925,0.002707922],"genre_scores_gemma":[0.9310244,0.000008968595,0.06728092,0.000728177,0.0004531971,0.00003560535,0.000007498012,0.00001849766,0.0004426971],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9424599,"threshold_uncertainty_score":0.6982849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009943992650603285,"score_gpt":0.218598561131274,"score_spread":0.2086545684806707,"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."}}