{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001800221,0.001144511,0.0007833932,0.002156677,0.000459646,0.001737013,0.001757742,0.001113915,0.00443471],"category_scores_gemma":[0.004907599,0.0005456034,0.001187767,0.001426447,0.0007710077,0.002282686,0.001508952,0.001876512,0.001190829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542999,"about_ca_system_score_gemma":0.001536823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00564678,"about_ca_topic_score_gemma":0.005831484,"domain_scores_codex":[0.9992033,0.0003150352,0.00004279548,0.0001604372,0.0002263319,0.00005226278],"domain_scores_gemma":[0.998235,0.001108919,0.0001682915,0.0002168726,0.000232726,0.00003820606],"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":[0.00004256046,0.00009031402,0.001186828,0.0002676102,0.0001653309,0.0001078787,0.0001081588,0.6850291,0.001107607,0.1229864,0.005418405,0.1834898],"study_design_scores_gemma":[0.000004389218,0.000007392963,0.00007911823,0.00002249704,0.000008274531,0.00001353553,0.00001006085,0.9530658,0.0002260507,0.04361753,0.002939802,0.000005549539],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001614761,0.0008652449,0.9934962,0.0003628253,0.00006397637,0.00005318653,0.00007157603,0.0005802141,0.002892067],"genre_scores_gemma":[0.2845573,0.003615222,0.6955754,0.0003951003,0.0003895897,0.0006942144,0.0006820692,0.0003986122,0.01369257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00564678,"threshold_uncertainty_score":0.01483554,"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."}}