{"id":"W2118145999","doi":"10.5539/cis.v3n4p240","title":"Using Visual Analytics to Develop Situation Awareness in Network Intrusion Detection System","year":2010,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Intrusion detection system; Visual analytics; Analytics; Visualization; Usability; Computer security; Network security; Context (archaeology); Human–computer interaction; Data science; Data mining","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008394868,0.00008766807,0.00009216858,0.0004752881,0.0004751324,0.0004839738,0.0003911908,0.00005280658,8.351986e-7],"category_scores_gemma":[0.00003147784,0.00008430111,0.0000115384,0.003549866,0.00006040382,0.004511252,0.0003512777,0.0001217017,0.00001434723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009151382,"about_ca_system_score_gemma":0.0001592555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000406376,"about_ca_topic_score_gemma":0.00002404786,"domain_scores_codex":[0.9989803,0.00001488062,0.0003314392,0.000207847,0.0002637905,0.0002017423],"domain_scores_gemma":[0.9991167,0.00002355934,0.0001164798,0.0002248228,0.0004111677,0.0001072933],"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":[0.000007090431,0.00002379328,0.003034468,0.00003686008,0.000002213935,6.228192e-7,0.001860598,0.0306849,0.0175249,0.09350932,0.00004463605,0.8532706],"study_design_scores_gemma":[0.00007260432,0.00003227935,0.02607514,0.00001845382,9.614665e-7,0.00002632429,0.00003022342,0.9657475,0.006591748,0.0001492491,0.001141513,0.0001140266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2673819,8.36403e-7,0.7317726,0.00005005645,0.0003524839,0.0001611363,2.676128e-7,0.0001201143,0.0001605549],"genre_scores_gemma":[0.7951849,0.000001598943,0.2045364,0.0001978603,0.00006378492,0.0000119617,9.165711e-7,0.000001552551,9.529555e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9350626,"threshold_uncertainty_score":0.4666971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915021266075339,"score_gpt":0.2920165015688231,"score_spread":0.2728662889080697,"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."}}