{"id":"W4324007164","doi":"10.14722/ndss.2023.24416","title":"Preventing SIM Box Fraud Using Device Model Fingerprinting","year":2023,"lang":"en","type":"article","venue":"","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Institute for Information and Communications Technology Promotion; Korean National Police Agency; Ministry of Science and ICT, South Korea","keywords":"Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008690783,0.0008880888,0.0008063311,0.001570086,0.0004871689,0.001399678,0.001036189,0.001149285,0.001203501],"category_scores_gemma":[0.005730149,0.000279885,0.0005065828,0.000709044,0.0007264515,0.002889642,0.002099854,0.0008019097,0.0008743181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003806806,"about_ca_system_score_gemma":0.0005081798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007709849,"about_ca_topic_score_gemma":0.0006724272,"domain_scores_codex":[0.9984481,0.0003902771,0.00009320557,0.0002507555,0.0005321408,0.0002853965],"domain_scores_gemma":[0.9958733,0.0009279402,0.0008544152,0.001773227,0.000408482,0.0001627034],"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":[0.0010716,0.00104009,0.08690345,0.0004365842,0.0001972753,0.001077937,0.0005268918,0.1036623,0.1441719,0.0197032,0.006878125,0.6343307],"study_design_scores_gemma":[0.00005922113,0.0009911163,0.02190566,0.0001075453,0.000121139,0.002188742,0.0004077946,0.8542007,0.09881873,0.01037377,0.01067689,0.0001487496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6249325,0.0009802866,0.3569493,0.0006291734,0.0001652209,0.0002843594,0.0003886467,0.004992667,0.01067781],"genre_scores_gemma":[0.9815922,0.0001040338,0.01744095,0.0000673532,0.00001507146,0.00001910708,0.00009776198,0.000017404,0.000646039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001570086,"threshold_uncertainty_score":0.004596174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0412367406915866,"score_gpt":0.2855115404517948,"score_spread":0.2442747997602082,"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."}}