{"id":"W2075530749","doi":"10.1109/mobserv.2014.25","title":"Intrusion Prevention in Asterisk-Based Telephony System","year":2014,"lang":"en","type":"article","venue":"","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Asterisk; Computer science; Computer security; Computer network; Telephony; Denial-of-service attack; Middleware (distributed applications); Intrusion detection system; Call control; Voice over IP; 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":[0.0003489664,0.0000607493,0.00008577473,0.00009537081,0.00003517955,0.00007413887,0.0002734156,0.00003162884,0.000005755422],"category_scores_gemma":[0.00001362848,0.00005140699,0.00003705102,0.0001375979,0.000005407442,0.0001606625,0.00007585693,0.00005792896,0.00007908924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004242637,"about_ca_system_score_gemma":0.00001785147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502645,"about_ca_topic_score_gemma":0.00008988659,"domain_scores_codex":[0.9993098,0.0001061508,0.0001426094,0.0001943548,0.0001295941,0.0001174347],"domain_scores_gemma":[0.9995868,0.000035601,0.00003894765,0.0002868552,0.00001996653,0.00003186697],"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":[0.00005497169,0.0003159277,0.01338363,0.0001868063,0.0000122325,0.00002774323,0.000397931,0.003697589,0.02409665,0.1327605,0.00151825,0.8235477],"study_design_scores_gemma":[0.0004729485,0.0000919298,0.005893054,0.000112529,0.000001461025,0.000004383362,0.00002827674,0.9913006,0.0009698401,0.0002097045,0.0008107914,0.0001044868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3095393,0.000009315106,0.6858159,0.000177644,0.0002161281,0.00006196919,1.154362e-7,0.0001670554,0.00401256],"genre_scores_gemma":[0.9955318,4.157908e-7,0.003861959,0.0001599999,0.00003604144,0.000006639458,9.366756e-7,0.000002895175,0.000399312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.987603,"threshold_uncertainty_score":0.2096316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005240106022317,"score_gpt":0.2087744374221875,"score_spread":0.1987220363619643,"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."}}