{"id":"W4402390081","doi":"10.1109/icmiii62623.2024.00133","title":"Methods for Computer Network Security Management Assisted by Artificial Intelligence Models","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Data and IoT Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Network security; Artificial intelligence; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001419541,0.0001121836,0.0001117255,0.00004227475,0.00003470287,0.00006630785,0.0001608064,0.00006745842,0.00001848898],"category_scores_gemma":[0.0000027531,0.00009893053,0.00004512656,0.000195984,0.00002209291,0.0001745105,0.00008592059,0.0001011954,0.00001471916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003229087,"about_ca_system_score_gemma":0.000001577366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.245146e-7,"about_ca_topic_score_gemma":0.000001657056,"domain_scores_codex":[0.9993694,0.000008258114,0.0001661526,0.0001930602,0.00004335004,0.000219713],"domain_scores_gemma":[0.9996798,0.00009221306,0.000005790068,0.0001901675,0.000009661444,0.00002236392],"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":[0.000001733625,0.000004606334,5.037637e-8,0.00007970256,0.00004003752,0.000001350992,0.00001451943,0.1158207,0.00006027441,0.1682947,0.03076217,0.6849202],"study_design_scores_gemma":[0.000008581729,0.00001098166,2.175371e-7,0.00001673163,0.000009439311,7.490424e-7,0.00002356728,0.6673284,0.002342463,0.2462269,0.08394191,0.00009002219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00003388812,0.001431525,0.9925609,0.0000760724,0.000740974,0.000215635,0.00002246516,0.00214584,0.00277266],"genre_scores_gemma":[0.02704426,0.0002424475,0.972316,0.00004242884,0.0001096661,0.00006941998,0.00004611738,0.00002337973,0.0001063217],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6848302,"threshold_uncertainty_score":0.403427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04598551110853366,"score_gpt":0.3421909371637926,"score_spread":0.2962054260552589,"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."}}