{"id":"W2038684238","doi":"10.1109/ccece.2012.6334871","title":"Scomf and SComI botnet models: The cases of initial unhindered botnet expansion","year":2012,"lang":"en","type":"article","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Botnet; Denial-of-service attack; Computer science; The Internet; Computer security; Computer network; Markov chain; World Wide Web; Machine learning","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":[0.002053168,0.0009441035,0.001146422,0.001669727,0.0008284947,0.001238214,0.002304763,0.00385791,0.002767335],"category_scores_gemma":[0.009846024,0.0005113424,0.001293283,0.0007111788,0.002635339,0.003099088,0.001383072,0.001973062,0.000282829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863087,"about_ca_system_score_gemma":0.001326089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502759,"about_ca_topic_score_gemma":0.009991533,"domain_scores_codex":[0.9992901,0.0001752162,0.00002796916,0.000120524,0.0001190226,0.0002671582],"domain_scores_gemma":[0.9944853,0.003016339,0.001101222,0.0004180262,0.0004872757,0.0004918086],"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":[0.0001882022,0.00009964571,0.005569385,0.00008616359,0.00003685092,0.001090167,0.0004622068,0.8410392,0.002026751,0.1396632,0.002947354,0.006790884],"study_design_scores_gemma":[0.00001783214,0.00002617465,0.0004873661,0.00001101212,0.00000575597,0.0001056984,0.00004561124,0.9851636,0.0001855982,0.01354485,0.0003935122,0.00001311248],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6362081,0.0009066582,0.3276431,0.003261493,0.000186521,0.0003696548,0.001010187,0.0005387093,0.02987562],"genre_scores_gemma":[0.9835714,0.0003019039,0.009575752,0.000145106,0.00005377327,0.000176101,0.0001871119,0.00003413372,0.005954736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502759,"threshold_uncertainty_score":0.02988023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04924668849369553,"score_gpt":0.2844445413392148,"score_spread":0.2351978528455193,"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."}}