{"id":"W4386356145","doi":"10.36227/techrxiv.24069600","title":"Security Analysis of Critical 5G Interfaces","year":2023,"lang":"en","type":"preprint","venue":"","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Standardization; Computer science; Interface (matter); STRIDE; Computer security; Architecture; Component (thermodynamics); Enterprise information security architecture; Network architecture; Network security; Geography; Operating system","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":[0.0005334515,0.0001852815,0.000540435,0.0005932045,0.00005167538,0.0001902452,0.001635823,0.0001808032,0.00001738168],"category_scores_gemma":[0.0002023902,0.000168729,0.0003269511,0.001083898,0.00008429991,0.0000954809,0.003544872,0.0004078205,0.00005959476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003126498,"about_ca_system_score_gemma":0.00008027874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000343047,"about_ca_topic_score_gemma":0.00002662984,"domain_scores_codex":[0.9982443,0.00008437766,0.0004362997,0.0006303901,0.0003205676,0.0002840472],"domain_scores_gemma":[0.9982601,0.000435451,0.0001091865,0.0009300542,0.0001868992,0.00007835789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005322936,0.002737256,0.0563837,0.007285033,0.02305108,0.0005199567,0.07863732,0.044662,0.0010378,0.3864127,0.3035485,0.09567145],"study_design_scores_gemma":[0.00004193901,0.00002514492,0.004728145,0.00008001199,0.0003447322,8.526616e-7,0.00003741509,0.95377,0.001953411,0.03833098,0.0003713482,0.0003160666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09202915,0.0001299786,0.8750196,0.002198938,0.01975537,0.0001116673,0.000002653899,0.0006936563,0.01005894],"genre_scores_gemma":[0.9875717,0.000006954796,0.01153665,0.00007220673,0.0004875419,0.000004140971,0.000008965729,0.000009002022,0.0003028369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.909108,"threshold_uncertainty_score":0.688057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05782131036417193,"score_gpt":0.347520384419037,"score_spread":0.2896990740548651,"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."}}