{"id":"W2983781061","doi":"10.1145/3318216.3363337","title":"Homoglyph attack detection with unpaired data","year":2019,"lang":"en","type":"article","venue":"","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001670982,0.00006966013,0.0000658014,0.00005004995,0.00005838229,0.0001488774,0.0007860393,0.00003484918,0.00005062401],"category_scores_gemma":[0.000007126613,0.00005199288,0.00001186719,0.0003214194,0.000009691058,0.001003277,0.000215182,0.0000757335,0.0005375966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001785891,"about_ca_system_score_gemma":0.00002319784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001191983,"about_ca_topic_score_gemma":0.0002094794,"domain_scores_codex":[0.999247,0.00001853812,0.00007225708,0.0003617916,0.0001722226,0.0001282027],"domain_scores_gemma":[0.9986475,0.00002504593,0.00003288507,0.001223106,0.00003203812,0.00003939144],"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":[0.0001962509,0.0002904416,0.03138021,0.000105087,0.0001751373,0.00003446682,0.001439702,0.001953271,0.04990213,0.01069313,0.01818506,0.8856451],"study_design_scores_gemma":[0.001174493,0.000782169,0.03039376,0.00003213409,0.00001478351,0.0001383922,0.00005651335,0.8428251,0.03886561,0.0005936027,0.0845691,0.0005543749],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2503469,0.00001806207,0.7374778,0.0003001124,0.0007476447,0.0001539352,9.980425e-7,0.0004924756,0.01046202],"genre_scores_gemma":[0.9869036,0.000001611223,0.01116251,0.000162169,0.00005662222,0.00000224115,0.000003670373,0.000005633955,0.00170196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8850907,"threshold_uncertainty_score":0.6909896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03483951660043356,"score_gpt":0.2406172724222551,"score_spread":0.2057777558218216,"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."}}