{"id":"W4391306742","doi":"10.1109/smc53992.2023.10394194","title":"BGP Features and Classification of Internet Worms and Ransomware Attacks","year":2023,"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":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ransomware; Computer science; Decision tree; Feature selection; Scalability; Machine learning; The Internet; Intrusion detection system; Boosting (machine learning); Artificial intelligence; Data mining; Malware; Support vector machine; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00127655,0.0006702601,0.0006047962,0.001952515,0.0002728293,0.0005807664,0.0003606731,0.0006289338,0.0003437742],"category_scores_gemma":[0.005715551,0.0001708899,0.0003727487,0.001091289,0.0002749494,0.0008850212,0.0003550541,0.0007193235,0.0001947312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671997,"about_ca_system_score_gemma":0.0002551146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002143267,"about_ca_topic_score_gemma":0.002086464,"domain_scores_codex":[0.9994227,0.0001194606,0.00004963909,0.0001042519,0.0002022151,0.0001017561],"domain_scores_gemma":[0.9958015,0.002621521,0.0006013878,0.0003413615,0.0004975183,0.0001367022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002052382,0.001517856,0.2712636,0.0001203339,0.0002746083,0.000535546,0.0001530863,0.3558055,0.02800266,0.001024667,0.00369451,0.3355552],"study_design_scores_gemma":[0.00001261596,0.0001829202,0.05517307,0.000006643402,0.00002504526,0.0001517072,0.00003088704,0.9372172,0.006565516,0.0004691317,0.0001540207,0.00001138269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917346,0.0001168973,0.007164523,0.00007567308,0.00002221668,0.00001569394,0.0002957261,0.0002695492,0.0003049596],"genre_scores_gemma":[0.9957979,0.00003928708,0.003387933,0.000007505991,0.00001112804,0.000007710762,0.0006137027,0.00001095034,0.0001238683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002143267,"threshold_uncertainty_score":0.00675112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057065359329613,"score_gpt":0.2541774887903921,"score_spread":0.233606835197096,"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."}}